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Updated: Mar 9, 2026

Identification of Rare Bacterial Pathogens by 16S rRNA Gene Sequencing and MALDI-TOF MS
Published on: July 11, 2016
Improved Differentiation of Streptococcus pneumoniae and Other S. mitis Group Streptococci by MALDI Biotyper Using an
Inka Harju1, Christoph Lange2, Markus Kostrzewa2
1Clinical Microbiology Laboratory, Turku University Hospital, Turku, Finland inka.harju@tyks.fi.
Abstract:
Reliable distinction of Streptococcus pneumoniae and viridans group streptococci is important because of the different pathogenic properties of these organisms. Differentiation between S. pneumoniae and closely related Sreptococcusmitis species group streptococci has always been challenging, even when using such modern methods as 16S rRNA gene sequencing or matrix-assisted laser desorption ionization-time of flight (MALDI-TOF) mass spectrometry. In this study, a novel algorithm combined with an enhanced database was evaluated for differentiation between S. pneumoniae and S. mitis species group streptococci. One hundred one clinical S. mitis species group streptococcal strains and 188 clinical S. pneumoniae strains were identified by both the standard MALDI Biotyper database alone and that combined with a novel algorithm. The database update from 4,613 strains to 5,627 strains drastically improved the differentiation of S. pneumoniae and S. mitis species group streptococci: when the new database version containing 5,627 strains was used, only one of the 101 S. mitis species group isolates was misidentified as S. pneumoniae, whereas 66 of them were misidentified as S. pneumoniae when the earlier 4,613-strain MALDI Biotyper database version was used. The updated MALDI Biotyper database combined with the novel algorithm showed even better performance, producing no misidentifications of the S. mitis species group strains as S. pneumoniae All S. pneumoniae strains were correctly identified as S. pneumoniae with both the standard MALDI Biotyper database and the standard MALDI Biotyper database combined with the novel algorithm. This new algorithm thus enables reliable differentiation between pneumococci and other S. mitis species group streptococci with the MALDI Biotyper.
Insights
A new algorithm and enhanced database reliably differentiate Streptococcus pneumoniae from S. mitis group streptococci using MALDI-TOF mass spectrometry, improving diagnostic accuracy.
Area of Science:
- Microbiology
- Clinical Diagnostics
- Mass Spectrometry
Background:
- Distinguishing Streptococcus pneumoniae from viridans group streptococci is crucial due to differing pathogenic potentials.
- Accurate differentiation remains challenging, even with advanced techniques like 16S rRNA sequencing and MALDI-TOF MS.
- Streptococcus mitis species group streptococci are closely related to S. pneumoniae, complicating identification.
Purpose of the Study:
- To evaluate a novel algorithm combined with an enhanced database for differentiating S. pneumoniae and S. mitis species group streptococci.
- To assess the impact of database expansion on MALDI-TOF MS identification accuracy.
- To improve the reliability of microbial identification in clinical settings.
Main Methods:
- Utilized matrix-assisted laser desorption ionization-time of flight (MALDI-TOF) mass spectrometry.
- Employed a novel algorithm in conjunction with an updated and expanded MALDI Biotyper database.
- Tested 101 clinical S. mitis group strains and 188 clinical S. pneumoniae strains.
Main Results:
- Updating the database from 4,613 to 5,627 strains significantly improved differentiation.
- The enhanced database reduced misidentification of S. mitis group strains as S. pneumoniae from 66 to 1.
- The novel algorithm combined with the updated database achieved zero misidentifications for S. mitis group strains, while all S. pneumoniae strains were correctly identified.
Conclusions:
- The updated MALDI Biotyper database and novel algorithm provide reliable differentiation between S. pneumoniae and S. mitis species group streptococci.
- This approach enhances diagnostic accuracy for pneumococcal infections.
- The findings support the routine use of this enhanced method for clinical microbiology.
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