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Identification of Rare Bacterial Pathogens by 16S rRNA Gene Sequencing and MALDI-TOF MS
Published on: July 11, 2016
Rapid Classification of Clostridioides difficile Strains Using MALDI-TOF MS Peak-Based Assay in Comparison with
Adriana Calderaro1, Mirko Buttrini1, Monica Martinelli2
1Department of Medicine and Surgery, University of Parma, Viale A. Gramsci 14, 43126 Parma, Italy.
Abstract:
Typing methods are needed for epidemiological tracking of new emerging and hypervirulent strains because of the growing incidence, severity and mortality of Clostridioides difficile infections (CDI). The aim of this study was the evaluation of a typing Matrix-Assisted Desorption/Ionization-Time of Flight Mass Spectrometry (MALDI-TOF MS (T-MALDI)) method for the rapid classification of the circulating C. difficile strains in comparison with polymerase chain reaction (PCR)-ribotyping results. Among 95 C. difficile strains, 10 ribotypes (PR1-PR10) were identified by PCR-ribotyping. In particular, 93.7% of the isolates (89/95) were grouped in five ribotypes (PR1-PR5). For T-MALDI, two classifying algorithm models (CAM) were tested: the first CAM involved all 10 ribotypes whereas the second one only the PR1-PR5 ribotypes. Better performance was obtained using the second CAM: recognition capability of 100%, cross-validation of 96.6% and agreement of 98.4% (60 correctly typed strains, limited to PR1-PR5 classification, out of 61 examined strains) with PCR-ribotyping results. T-MALDI seems to represent an alternative to PCR-ribotyping in terms of reproducibility, set up time and costs, as well as a useful tool in epidemiological investigation for the detection of C. difficile clusters (either among CAM included ribotypes or out-of-CAM ribotypes) involved in outbreaks.
Insights
Matrix-Assisted Desorption/Ionization-Time of Flight Mass Spectrometry (MALDI-TOF MS) offers a rapid alternative for typing Clostridioides difficile strains. This method shows high accuracy and cost-effectiveness for epidemiological tracking of C. difficile infections (CDI).
Area of Science:
- Clinical Microbiology
- Infectious Diseases
- Epidemiology
Background:
- Growing incidence, severity, and mortality of Clostridioides difficile infections (CDI) necessitate improved typing methods for epidemiological surveillance.
- Current methods like polymerase chain reaction (PCR)-ribotyping are effective but can be time-consuming and costly for rapid outbreak detection.
Purpose of the Study:
- To evaluate the efficacy of a typing Matrix-Assisted Desorption/Ionization-Time of Flight Mass Spectrometry (T-MALDI) method for rapid classification of C. difficile strains.
- To compare the performance of T-MALDI against established PCR-ribotyping for epidemiological tracking of C. difficile.
Main Methods:
- Ninety-five C. difficile strains were initially typed using PCR-ribotyping, identifying 10 distinct ribotypes (PR1-PR10).
- Two classifying algorithm models (CAM) for T-MALDI were tested: one encompassing all 10 ribotypes and a second focusing on the five most prevalent ribotypes (PR1-PR5).
- Performance metrics including recognition capability, cross-validation, and agreement with PCR-ribotyping were assessed.
Main Results:
- PCR-ribotyping identified 10 ribotypes, with 93.7% of isolates belonging to the five most common types (PR1-PR5).
- The second CAM for T-MALDI, focusing on PR1-PR5, demonstrated superior performance with 100% recognition capability, 96.6% cross-validation, and 98.4% agreement with PCR-ribotyping.
- T-MALDI proved highly reproducible, time-efficient, and cost-effective compared to PCR-ribotyping.
Conclusions:
- T-MALDI serves as a viable and efficient alternative to PCR-ribotyping for the rapid classification of C. difficile strains.
- The T-MALDI method is a valuable tool for epidemiological investigations, enabling swift detection of C. difficile clusters during outbreaks.
- Its speed, reproducibility, and cost-effectiveness make T-MALDI suitable for routine surveillance and outbreak response.
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