Discrimination of Bacteria Belonging to Bacillus cereus Group at Species Level by Fourier Transform Infrared Spectroscopy

The <i>Bacillus cereus</i> group (<i>B. cereus</i> group) comprises several closely related species that share high genetic similarity but display markedly different phenotypic traits and pathogenic potential. Reliable and rapid discrimination at the species level remains challenging using conventional microbiological and molecular methods. In this study, Fourier Transform Infrared (FTIR) spectroscopy was evaluated as a rapid phenotypic approach to differentiate seven members of the <i>Bacillus cereus</i> sensu stricto (<i>B. cereus</i> s.s.), <i>Bacillus anthracis</i> (<i>B. anthracis</i>), <i>Bacillus thuringiensis</i> (<i>B. thuringensis</i>), <i>Bacillus mycoides</i> (<i>B. mycoides</i>), <i>Bacillus toyonensis</i> (<i>B. toyonensis</i>), <i>Bacillus wiedmannii</i> (<i>B. wiedmannii</i>) and <i>Bacillus weihenstephanensis</i> (<i>B. weihenstephanensis</i>). A collection of 190 isolates previously characterized by whole genome sequencing was analyzed using the IR Biotyper system. Spectral data were processed through multivariate analyses, including principal component analysis and linear discriminant analysis, following a hierarchical classification strategy. FTIR spectroscopy enabled clear discrimination of <i>B. anthracis</i> from other members of the <i>B. cereus</i> group and allowed the separation of several additional species based on distinct spectral signatures. A further discrimination step permitted differentiation between <i>B. cereus</i> sensu stricto and <i>B. thuringiensis</i>, with minimal overlap. These findings demonstrate that FTIR spectroscopy represents a promising and rapid tool for species-level discrimination within the <i>B. cereus</i> group. While the results should be considered preliminary for species represented by a limited number of isolates, this approach shows strong potential as a complementary method to molecular techniques in routine diagnostics in food safety and veterinary microbiology.

Authors

Institutions

Publication Details

Journal
Microorganisms
Published
2026-02-12
DOI
https://doi.org/10.3390/microorganisms14020434
Primary Topic
Bacillus and Francisella bacterial research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Discrimination of Bacteria Belonging to Bacillus cereus Group at Species Level by Fourier Transform Infrared Spectroscopy

Miriam Cordovana, Rosa Fraccalvieri, Valeria Rondinone, Dora Cipolletta et al.
Microorganisms
Bacillus and Francisella bacterial research
article

Discrimination of Bacteria Belonging to Bacillus cereus Group at Species Level by Fourier Transform Infrared Spectroscopy

Miriam Cordovana, Rosa Fraccalvieri, Valeria Rondinone, Dora Cipolletta, Loredana Capozzi, Viviana Manzulli, Marta Caruso, Donatella Farina, Luigina Serrecchia, Domenico Galante, Chiara Ortello, Lorenzo Pace, Angelica Bianco
article en

Abstract

The <i>Bacillus cereus</i> group (<i>B. cereus</i> group) comprises several closely related species that share high genetic similarity but display markedly different phenotypic traits and pathogenic potential. Reliable and rapid discrimination at the species level remains challenging using conventional microbiological and molecular methods. In this study, Fourier Transform Infrared (FTIR) spectroscopy was evaluated as a rapid phenotypic approach to differentiate seven members of the <i>Bacillus cereus</i> sensu stricto (<i>B. cereus</i> s.s.), <i>Bacillus anthracis</i> (<i>B. anthracis</i>), <i>Bacillus thuringiensis</i> (<i>B. thuringensis</i>), <i>Bacillus mycoides</i> (<i>B. mycoides</i>), <i>Bacillus toyonensis</i> (<i>B. toyonensis</i>), <i>Bacillus wiedmannii</i> (<i>B. wiedmannii</i>) and <i>Bacillus weihenstephanensis</i> (<i>B. weihenstephanensis</i>). A collection of 190 isolates previously characterized by whole genome sequencing was analyzed using the IR Biotyper system. Spectral data were processed through multivariate analyses, including principal component analysis and linear discriminant analysis, following a hierarchical classification strategy. FTIR spectroscopy enabled clear discrimination of <i>B. anthracis</i> from other members of the <i>B. cereus</i> group and allowed the separation of several additional species based on distinct spectral signatures. A further discrimination step permitted differentiation between <i>B. cereus</i> sensu stricto and <i>B. thuringiensis</i>, with minimal overlap. These findings demonstrate that FTIR spectroscopy represents a promising and rapid tool for species-level discrimination within the <i>B. cereus</i> group. While the results should be considered preliminary for species represented by a limited number of isolates, this approach shows strong potential as a complementary method to molecular techniques in routine diagnostics in food safety and veterinary microbiology.

MicroorganismsVol. 14(2)
Knorr-Bremse (Germany) (DE), Bruker (Germany) (DE), Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata (IT)
Ministero della Salute
Peace, Justice and strong institutions, Reduced inequalities
Openalex Percentile: Top 59%
Bacillus and Francisella bacterial research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.