Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry for the Identification of Clinically Relevant Bacteria
Petrini O (2011) Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry for the
Identification of Clinically Relevant Bacteria. PLoS ONE 6(1): e16424. doi:10.1371/journal.pone.0016424
Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry for the Identification of Clinically Relevant Bacteria
Cinzia Benagli 0
Viviana Rossi 0
Marisa Dolina 0
Mauro Tonolla 0
Orlando Petrini 0
Niyaz Ahmed, University of Hyderabad, India
0 1 Cantonal Institute of Microbiology, Bellinzona, Switzerland, 2 Microbiology Unit, Plant Biology Department, University of Geneva , Switzerland
Background: Matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS) allows rapid and reliable identification of microorganisms, particularly clinically important pathogens. Methodology/Principal Findings: We compared the identification efficiency of MALDI-TOF MS with that of PhoenixH, APIH and 16S ribosomal DNA sequence analysis on 1,019 strains obtained from routine diagnostics. Further, we determined the agreement of MALDI-TOF MS identifications as compared to 16S gene sequencing for additional 545 strains belonging to species of Enterococcus, Gardnerella, Staphylococcus, and Streptococcus. For 94.7% of the isolates MALDI-TOF MS results were identical with those obtained with conventional systems. 16S sequencing confirmed MALDI-TOF MS identification in 63% of the discordant results. Agreement of identification of Gardnerella, Enterococcus, Streptococcus and Staphylococcus species between MALDI-TOF MS and traditional method was high (Crohn's kappa values: 0.9 to 0.93). Conclusions/Significance: MALDI-TOF MS represents a rapid, reliable and cost-effective identification technique for clinically relevant bacteria.
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Matrix-assisted laser desorption ionization-time of flight mass
spectrometry (MALDI-TOF MS) is rapidly attracting the interest
of microbiologists working in the routine labs, because of its
powerful features that allow rapid and reliable identification of
microorganisms.
Standardized test systems such as APIH and VITEKH 2
(bioMerieux), or PHOENIXH (BD Diagnostics), complemented
by traditional culture and microscopy methods, have so far been
used in routine labs for the rapid identification of clinical
microorganisms. With the introduction of these methods, the
average time needed for a reliable and validated identification
ranged from 6 h to 18 h and in the last few years, sequence
analysis of small-subunit rRNAs or selected genes by PCR
methods has complemented the biochemical methods, additionally
decreasing throughput time and becoming in several cases the gold
standard [1].
The recent developments of MALDI-TOF MS are rapidly
changing the routine diagnostics scene. MALDI-TOF MS is a
powerful method to detect and identify proteins by molecular
weight determination of individual, specific fragments [2]. The
method is accurate and easy to use, allowing quick determination of
molecular weights of proteins with minimal sample requirements.
MALDI-TOF MS is now widely used for the identification and
characterization of clinically important microorganisms [3]. The
currently available identification databases target the identification
of human pathogens [4] and MALDI-TOF MS represents a valid
and rapid alternative to conventional methods of identification
and classification of human pathogens in microbiology.
Traditionally, validation of a new identification system to be
introduced in routine diagnostics consists of running parallel
identifications of a large number of isolates using the new method
concomitantly with set standards.
In this study we compared the identification efficiency of
MALDI-TOF MS with that of PhoenixH, APIH and 16S ribosomal
DNA sequence analysis. In a first step we analyzed 1,019 strains
obtained sequentially during three months from our routine
diagnostic laboratory. In a second step, we studied in more detail
545 isolates of species belonging to the genera Enterococcus,
Gardnerella, Staphylococcus, and Streptococcus and determined the
agreement (and, when possible, efficiency, sensitivity and
specificity) of the MALDI-TOF MS identifications as compared to 16S
gene sequencing as the gold standard.
In a first step we analysed 1,019 strains obtained from the routine
diagnostic lab. The results are described in Fig. 1. For 965 isolates
(94.7%) the results of MALDI-TOF MS were identical with those
obtained with the BD PHOENIX system and the confidence level of
the MALDI-TOF MS identification was almost 100% for
approximately 75% of the isolates tested. API or 16S sequencing
confirmed MALDI-TOF MS identification in 63% of the discordant
results. Overall, therefore, MALDI-TOF was able to identify
correctly more than 98% of the isolates tested. Table 2 reports the
specificity, sensitivity, PPV, NPV and efficiency values of the
MALDI-TOF MS identification, compared to the classical methods,
for those bacterial species for which we could analyse at least 15
isolates. With the exception of Enterobacter cloacae and Klebsiella oxytoca,
for which the sensitivity values for identifications at the confidence
level of at least 90% are relatively low, MALDI-TOF MS has a quite
high efficiency of identification. In most cases these values are still
even if the limit of acceptance of the confidence level for correct
identification by MALDI-TOF MS is set at 99.9% (Table 2).
No. of isolates
*includes Aerococcus (1), Aeromonas (3), Alcaligenes (2), Bacillus (1),
Chryseobacterium (2), Corynebacterium (3), Delftia (1), Hafnia (3), Micrococcus
(2), Pasteurella (3), Providencia (2), Raoultella (1), Shewanella (1), Vibrio (1).
doi:10.1371/journal.pone.0016424.t001
We analysed separately 76 isolates of Gardnerella, 50 of
Enterococcus, and 76 of Streptococcus (mainly S. agalactiae and S.
pneumoniae) by MALDI-TOF MS, API/PHOENIX and 16S
sequencing. The results are described in Table 3.
For Gardnerella spp., the %AI was almost 100%. Very good
concordance between 16S sequencing and MALDI-TOF MS was
also observed for Enterococcus faecalis and E. faecium, for which the
concordance was 100%. Results for E. gallinarum were not
particularly good (44.4%), but the number of isolates investigated
(9) was low. MALDI-TOF MS showed a fair performance also
with Streptococcus spp., with quite high sensitivity and specificity
values for S. agalactiae and S. pneumoniae (Table 4).
In a separate experiment we evaluated the efficiency of
MALDI-TOF MS in the identification of Staphylococcus spp. We
considered a sample of 343 staphylococci belonging to 17 species
(S. aureus, S. auricularis, S. capitis, S. carnosus, S. cohnii, S. epidermidis, S.
equorum, S. haemolyticus, S. hominis, S. lugdunensis, S. pasteuri, S.
saprophyticus, S. schleiferi, S. sciuri, S. simulans, S. warneri, S. xylosus) and
we computed sensitivity, specificity, PPV and NPV values for the
four most commonly isolated taxa in our routine laboratory (S.
aureus, S. epidermidis (...truncated)