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Updated: Jun 23, 2026

Identification of Rare Bacterial Pathogens by 16S rRNA Gene Sequencing and MALDI-TOF MS
Published on: July 11, 2016
MALDI-TOF-MS for rapid detection of staphylococcal Panton-Valentine leukocidin
Fadi Bittar1, Zoulikha Ouchenane, Farida Smati
1Unité de Recherche sur les Maladies Infectieuses et Tropicales Emergentes, CNRS-IRD, UMR 6236, Faculté de Médecine et de Pharmacie, Université de la Méditerranée, 27 Bd Jean Moulin, 13385 Marseille Cedex 05, France.
Abstract:
Toxin-producing gram-positive bacteria are responsible for emerging and life-threatening infections in humans worldwide. Both rapid toxin detection and adapted therapy are essential to limit the morbidity due to such toxins, especially staphylococcal Panton-Valentine leukocidin (PVL). Here we describe the use of a mass spectrometry profile generated by matrix-assisted laser desorption/ionisation time-of-flight (MALDI-TOF) followed by ClinProTools 2.0 software analysis to find a reproducible model able to identify PVL in Staphylococcus aureus strains. Eighty-one S. aureus strains were used and tested for the presence of PVL, toxic shock syndrome toxin (TSST-1) and mecA genes. The peak at 4448 mass-to-charge ratio (m/z) was the most relevant peak to differentiate between PVL-producing and non-PVL-producing S. aureus. A model using only this peak had an overall recognition capability of 100% and an overall cross-validation of 77.07%. Prospective evaluation of the model allowed two cases of PVL-producing strains to be detected within a few minutes during the time of care and before polymerase chain reaction (PCR) results. Our study represents a proof of concept for the use of such rapid technology as a point-of-care method to identify potential lethal toxin quickly. We believe that such a rapid method will be timely to help change the therapeutic strategy and could be used in the future for other pathogens and infectious diseases.
Insights
Rapidly identify Panton-Valentine leukocidin (PVL) using MALDI-TOF mass spectrometry. This method offers a quick, point-of-care solution for detecting lethal toxins in Staphylococcus aureus, aiding timely therapeutic adjustments.
Area of Science:
- Microbiology
- Analytical Chemistry
- Clinical Diagnostics
Background:
- Toxin-producing gram-positive bacteria cause severe human infections.
- Early detection of toxins like staphylococcal Panton-Valentine leukocidin (PVL) is crucial for managing infections.
- Current diagnostic methods may not provide rapid results for timely intervention.
Purpose of the Study:
- To develop a rapid, reproducible method for identifying PVL-producing Staphylococcus aureus strains.
- To utilize matrix-assisted laser desorption/ionisation time-of-flight (MALDI-TOF) mass spectrometry for toxin detection.
- To establish a proof-of-concept for a point-of-care diagnostic tool.
Main Methods:
- Analyzed 81 Staphylococcus aureus strains using MALDI-TOF mass spectrometry.
- Employed ClinProTools 2.0 software for data analysis and model development.
- Tested strains for PVL, toxic shock syndrome toxin (TSST-1), and mecA genes.
Main Results:
- Identified a specific mass-to-charge ratio (m/z) peak at 4448 as a key differentiator for PVL production.
- Developed a model with 100% recognition capability and 77.07% cross-validation.
- Successfully detected PVL-producing strains within minutes during prospective evaluation.
Conclusions:
- MALDI-TOF mass spectrometry coupled with ClinProTools offers a rapid method for PVL detection in S. aureus.
- This technology can serve as a point-of-care tool for quick identification of lethal toxins.
- The approach has potential for future application in diagnosing other infectious diseases and guiding therapeutic strategies.
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