Identification of foodborne pathogens within food matrices by IR spectroscopy

Fiber evanescent wave spectroscopy (FEWS) was used to classify various foodborne pathogens (Listeria monocytogenes, Staphylococcus aureus and Salmonella enteritidis) using chemometric methods such as principal component analysis (PCA) and logistic-partial least squares (logistic-PLS). Spectra were recorded thanks to an IR optical fiber made of chalcogenide glasses. A limited segregation between the healthy and non healthy food has been observed using the PCA method, whereas a clear differentiation between bacteria strains was obtained using the PLS regression. FEWS coupled to chemometric methods is a promising technique for the identification of foodborne pathogens as it could provide a rapid identification and classification of the bacteria.

[1]  Danh V. Nguyen,et al.  Multi-class cancer classification via partial least squares with gene expression profiles , 2002, Bioinform..

[2]  Khalil Arshak,et al.  An overview of foodborne pathogen detection: in the perspective of biosensors. , 2010, Biotechnology advances.

[3]  Jiří Homola,et al.  Detection of foodborne pathogens using surface plasmon resonance biosensors , 2001 .

[4]  Olivier Sire,et al.  Fiber evanescent wave spectroscopy using the mid-infrared provides useful fingerprints for metabolic profiling in humans. , 2009, Journal of biomedical optics.

[5]  Gerard Downey,et al.  Food and food ingredient authentication by mid-infrared spectroscopy and chemometrics , 1998 .

[6]  Olivier Sire,et al.  IR optical fiber sensor for biomedical applications , 2003 .

[7]  Gersende Fort,et al.  Classification using partial least squares with penalized logistic regression , 2005, Bioinform..

[8]  Henry H. Mantsch,et al.  Infrared spectroscopy of biomolecules , 1996 .

[9]  E. K. Kemsley,et al.  Detection of adulteration of raspberry purees using infrared spectroscopy and chemometrics , 1996 .

[10]  Joseph L. Walter,et al.  The Infrared Spectra of Complex Molecules , 1982 .

[11]  S. Dudoit,et al.  Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data , 2002 .

[12]  Joseph Maria Kumar Irudayaraj,et al.  Rapid detection of foodborne microorganisms on food surface using Fourier transform Raman spectroscopy , 2003 .

[13]  Koji Nakanishi,et al.  Infrared Absorption Spectroscopy , 1977 .

[14]  Jacques Lucas,et al.  Chalcogens based glasses for IR fiber chemical sensors , 2001 .

[15]  Bruno Bureau,et al.  Infrared biosensors using hydrophobic chalcogenide fibers sensitized with live cells , 2006 .

[16]  E. K. Kemsley,et al.  Near- and Mid-Infrared Spectroscopies in Food Authentication: Coffee Varietal Identification , 1997 .

[17]  J. Irudayaraj,et al.  Rapid Determination of Invert Cane Sugar Adulteration in Honey Using FTIR Spectroscopy and Multivariate Analysis , 2003 .