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Updated: Apr 30, 2026

Identification of Rare Bacterial Pathogens by 16S rRNA Gene Sequencing and MALDI-TOF MS
Published on: July 11, 2016
Species differentiation within the Staphylococcus intermedius group using a refined MALDI-TOF MS database
J Murugaiyan1, B Walther, I Stamm
1Institute of Animal Hygiene and Environmental Health, Centre for Infection Medicine, Freie Universität Berlin, Berlin, Germany.
Abstract:
Among coagulase-positive staphylococci of animal origin, the members of the Staphylococcus intermedius-group (SIG: S. intermedius, Staphylococcus pseudintermedius and Staphylococcus delphini) are important opportunistic pathogens in different animal hosts and occasionally in humans. However, the unambiguous species diagnosis of SIG is often challenging. Therefore, matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS) -based SIG-identification with Bruker Microflex LT in combination with Biotyper 3.0 software (Bruker Daltonics, Bremen, Germany) was evaluated using (i) the original database content and (ii) the database after extension with distinct hierarchical clustered reference spectra for 60 SIG. A convenience sample comprising 200 isolates was used to compare both database performances. As a result, 17 isolates initially diagnosed as S. intermedius with the current content of the Bruker database were identified as S. pseudintermedius by applying the in-house reference spectra extended version. Furthermore, a significant improvement (average rise of log score value: 0.24) of the SIG identification score values was achieved, emphasizing that further sequence-based refinement of the Bruker database content allows improvement of MALDI-TOF MS-based identification.
Insights
Improving species identification for Staphylococcus intermedius-group (SIG) bacteria is crucial. Enhancing the MALDI-TOF MS database with specific reference spectra significantly improved the accuracy of identifying these important animal pathogens.
Area of Science:
- Veterinary Microbiology
- Clinical Diagnostics
- Mass Spectrometry
Background:
- The Staphylococcus intermedius-group (SIG) comprises key opportunistic pathogens in animals and humans.
- Accurate species-level identification within SIG is often difficult, impacting clinical and epidemiological assessments.
- Matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS) is a common identification tool.
Purpose of the Study:
- To evaluate the performance of MALDI-TOF MS for SIG identification using different database versions.
- To assess the impact of an extended database with hierarchical clustered reference spectra on SIG identification accuracy.
Main Methods:
- MALDI-TOF MS identification of 200 SIG isolates using the standard Bruker Biotyper 3.0 database.
- Comparison with identification results obtained using an expanded database incorporating 60 distinct SIG reference spectra.
- Analysis of identification score values and species-level accuracy between the two database versions.
Main Results:
- The enhanced database correctly reclassified 17 isolates initially misidentified as S. intermedius to S. pseudintermedius.
- A significant improvement in SIG identification score values was observed with the extended database (average increase of 0.24 log score).
- The results demonstrate the benefit of sequence-based refinement for database content in MALDI-TOF MS.
Conclusions:
- Extending the MALDI-TOF MS database with curated reference spectra enhances the accurate identification of SIG.
- This approach improves diagnostic confidence for important veterinary pathogens.
- Further database refinement is recommended for optimizing MALDI-TOF MS-based bacterial identification.
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