1. Classification of Salmonella enterica of the (Para-)Typhoid Fever Group by Fourier-Transform Infrared (FTIR) Spectroscopy
- Author
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Juergen May, Ulrik Stenz Justesen, Stefano Pongolini, Ralf Matthias Hagen, Sandra Rojak, Alida Veloo, Hagen Frickmann, Norman Mauder, Michel Auzou, Andreas Wille, Markus Kostrzewa, Simon Le Hello, Hanne Marie Holt, Olivier Join-Lambert, Denise Dekker, Simone Ambretti, Miriam Cordovana, and Laura Soliani
- Subjects
0301 basic medicine ,Microbiology (medical) ,Serotype ,Salmonella ,Typhi ,030106 microbiology ,medicine.disease_cause ,Salmonella typhi ,Microbiology ,complex mixtures ,Typhoid fever ,Article ,Discriminatory power ,03 medical and health sciences ,Salmonella typing ,Virology ,FTIR-spectroscopy ,medicine ,diagnostics ,Fourier transform infrared spectroscopy ,test evaluation ,lcsh:QH301-705.5 ,Paratyphi ,IR Biotyper ,biology ,Salmonella paratyphi A ,biology.organism_classification ,medicine.disease ,bacterial infections and mycoses ,030104 developmental biology ,lcsh:Biology (General) ,Salmonella enterica - Abstract
Typhoidal and para-typhoidal Salmonella are major causes of bacteraemia in resource-limited countries. Diagnostic alternatives to laborious and resource-demanding serotyping are essential. Fourier transform infrared spectroscopy (FTIRS) is a rapidly developing and simple bacterial typing technology. In this study, we assessed the discriminatory power of the FTIRS-based IR Biotyper (Bruker Daltonik GmbH, Bremen, Germany), for the rapid and reliable identification of biochemically confirmed typhoid and paratyphoid fever-associated Salmonella isolates. In total, 359 isolates, comprising 30 S. Typhi, 23 S. Paratyphi A, 23 S. Paratyphi B, and 7 S. Paratyphi C, respectively and other phylogenetically closely related Salmonella serovars belonging to the serogroups O:2, O:4, O:7 and O:9 were tested. The strains were derived from clinical, environmental and food samples collected at different European sites. Applying artificial neural networks, specific automated classifiers were built to discriminate typhoidal serovars from non-typhoidal serovars within each of the four serogroups. The accuracy of the classifiers was 99.9%, 87.0%, 99.5% and 99.0% for Salmonella Typhi, Salmonella Paratyphi A, B and Salmonella Paratyphi C, respectively. The IR Biotyper is a promising tool for fast and reliable detection of typhoidal Salmonella. Hence, IR biotyping may serve as a suitable alternative to conventional approaches for surveillance and diagnostic purposes.
- Published
- 2021