Skip to main content
Top
Published in: European Journal of Clinical Microbiology & Infectious Diseases 8/2014

01-08-2014 | Article

Discrimination of the Acinetobacter calcoaceticusAcinetobacter baumannii complex species by Fourier transform infrared spectroscopy

Authors: C. Sousa, L. Silva, F. Grosso, A. Nemec, J. Lopes, L. Peixe

Published in: European Journal of Clinical Microbiology & Infectious Diseases | Issue 8/2014

Login to get access

Abstract

The main goal of this work was to assess the ability of Fourier transform infrared spectroscopy with attenuated total reflectance (FTIR-ATR) to discriminate between the species of the Acinetobacter calcoaceticusAcinetobacter baumannii (Acb) complex, i.e. A. baumannii, A. nosocomialis, A. pittii, A. calcoaceticus, genomic species “Between 1 and 3” and genomic species “Close to 13TU”. A total of 122 clinical isolates of the Acb complex previously identified by rpoB sequencing were studied. FTIR-ATR spectra was analysed by partial least squares discriminant analysis (PLSDA) and the model scores were presented in a dendrogram form. This spectroscopic technique proved to be effective in the discrimination of the Acb complex species, with sensitivities from 90 to 100 %. Moreover, a flowchart aiming to help with species identification was developed and tested with 100 % correct predictions for A. baumannii, A. nosocomialis and A. pittii test isolates. This rapid, low cost and environmentally friendly technique proved to be a reliable alternative for the identification of these closely related Acinetobacter species that share many clinical and epidemiological characteristics and are often difficult to distinguish. Its validation towards application on a routine basis could revolutionise high-throughput bacterial identification.
Literature
1.
go back to reference Dijkshoorn L, Nemec A, Seifert H (2007) An increasing threat in hospitals: multidrug-resistant Acinetobacter baumannii. Nat Rev Microbiol 5(12):939–951PubMedCrossRef Dijkshoorn L, Nemec A, Seifert H (2007) An increasing threat in hospitals: multidrug-resistant Acinetobacter baumannii. Nat Rev Microbiol 5(12):939–951PubMedCrossRef
2.
go back to reference Nemec A, Krizova L, Maixnerova M, van der Reijden TJ, Deschaght P, Passet V, Vaneechoutte M, Brisse S, Dijkshoorn L (2011) Genotypic and phenotypic characterization of the Acinetobacter calcoaceticus–Acinetobacter baumannii complex with the proposal of Acinetobacter pittii sp. nov. (formerly Acinetobacter genomic species 3) and Acinetobacter nosocomialis sp. nov. (formerly Acinetobacter genomic species 13TU). Res Microbiol 162(4):393–404PubMedCrossRef Nemec A, Krizova L, Maixnerova M, van der Reijden TJ, Deschaght P, Passet V, Vaneechoutte M, Brisse S, Dijkshoorn L (2011) Genotypic and phenotypic characterization of the Acinetobacter calcoaceticusAcinetobacter baumannii complex with the proposal of Acinetobacter pittii sp. nov. (formerly Acinetobacter genomic species 3) and Acinetobacter nosocomialis sp. nov. (formerly Acinetobacter genomic species 13TU). Res Microbiol 162(4):393–404PubMedCrossRef
3.
go back to reference Grosso F, Quinteira S, Peixe L (2011) Understanding the dynamics of imipenem-resistant Acinetobacter baumannii lineages within Portugal. Clin Microbiol Infect 17(8):1275–1279PubMedCrossRef Grosso F, Quinteira S, Peixe L (2011) Understanding the dynamics of imipenem-resistant Acinetobacter baumannii lineages within Portugal. Clin Microbiol Infect 17(8):1275–1279PubMedCrossRef
4.
go back to reference Lai CC, Hsu HL, Tan CK, Tsai HY, Cheng A, Liu CY, Huang YT, Liao CH, Sheng WH, Hsueh PR (2012) Recurrent bacteremia caused by the Acinetobacter calcoaceticus–Acinetobacter baumannii complex. J Clin Microbiol 50(9):2982–2986PubMedCentralPubMedCrossRef Lai CC, Hsu HL, Tan CK, Tsai HY, Cheng A, Liu CY, Huang YT, Liao CH, Sheng WH, Hsueh PR (2012) Recurrent bacteremia caused by the Acinetobacter calcoaceticusAcinetobacter baumannii complex. J Clin Microbiol 50(9):2982–2986PubMedCentralPubMedCrossRef
5.
go back to reference Wisplinghoff H, Paulus T, Lugenheim M, Stefanik D, Higgins PG, Edmond MB, Wenzel RP, Seifert H (2012) Nosocomial bloodstream infections due to Acinetobacter baumannii, Acinetobacter pittii and Acinetobacter nosocomialis in the United States. J Infect 64(3):282–290PubMedCrossRef Wisplinghoff H, Paulus T, Lugenheim M, Stefanik D, Higgins PG, Edmond MB, Wenzel RP, Seifert H (2012) Nosocomial bloodstream infections due to Acinetobacter baumannii, Acinetobacter pittii and Acinetobacter nosocomialis in the United States. J Infect 64(3):282–290PubMedCrossRef
6.
go back to reference Turton JF, Woodford N, Glover J, Yarde S, Kaufmann ME, Pitt TL (2006) Identification of Acinetobacter baumannii by detection of the bla OXA-51-like carbapenemase gene intrinsic to this species. J Clin Microbiol 44(8):2974–2976PubMedCentralPubMedCrossRef Turton JF, Woodford N, Glover J, Yarde S, Kaufmann ME, Pitt TL (2006) Identification of Acinetobacter baumannii by detection of the bla OXA-51-like carbapenemase gene intrinsic to this species. J Clin Microbiol 44(8):2974–2976PubMedCentralPubMedCrossRef
7.
go back to reference Gundi VA, Dijkshoorn L, Burignat S, Raoult D, La Scola B (2009) Validation of partial rpoB gene sequence analysis for the identification of clinically important and emerging Acinetobacter species. Microbiology 155:2333–2341PubMedCrossRef Gundi VA, Dijkshoorn L, Burignat S, Raoult D, La Scola B (2009) Validation of partial rpoB gene sequence analysis for the identification of clinically important and emerging Acinetobacter species. Microbiology 155:2333–2341PubMedCrossRef
8.
go back to reference Šedo O, Nemec A, Křížová L, Kačalová M, Zdráhal Z (2013) Improvement of MALDI-TOF MS profiling for the differentiation of species within the Acinetobacter calcoaceticus–Acinetobacter baumannii complex. Syst Appl Microbiol 36(8):572–578PubMedCrossRef Šedo O, Nemec A, Křížová L, Kačalová M, Zdráhal Z (2013) Improvement of MALDI-TOF MS profiling for the differentiation of species within the Acinetobacter calcoaceticusAcinetobacter baumannii complex. Syst Appl Microbiol 36(8):572–578PubMedCrossRef
9.
go back to reference Preisner O, Guiomar R, Machado J, Menezes JC, Lopes JA (2010) Application of Fourier transform infrared spectroscopy and chemometrics for differentiation of Salmonella enterica serovar Enteritidis phage types. Appl Environ Microbiol 76(11):3538–3544PubMedCentralPubMedCrossRef Preisner O, Guiomar R, Machado J, Menezes JC, Lopes JA (2010) Application of Fourier transform infrared spectroscopy and chemometrics for differentiation of Salmonella enterica serovar Enteritidis phage types. Appl Environ Microbiol 76(11):3538–3544PubMedCentralPubMedCrossRef
10.
go back to reference Sousa C, Grosso F, Meirinhos-Soares L, Peixe L, Lopes J (2012) Identification of carbapenem-resistant Acinetobacter baumannii clones using infrared spectroscopy. J Biophotonics. doi:10.1002/jbio.201200075 PubMed Sousa C, Grosso F, Meirinhos-Soares L, Peixe L, Lopes J (2012) Identification of carbapenem-resistant Acinetobacter baumannii clones using infrared spectroscopy. J Biophotonics. doi:10.​1002/​jbio.​201200075 PubMed
11.
go back to reference Naumann D, Helm D, Labischinski H (1991) Microbiological characterizations by FT-IR spectroscopy. Nature 351:81–82PubMedCrossRef Naumann D, Helm D, Labischinski H (1991) Microbiological characterizations by FT-IR spectroscopy. Nature 351:81–82PubMedCrossRef
12.
go back to reference Maquelin K, Kirschner C, Choo-Smith LP, van den Braak N, Endtz HP, Naumann D, Puppels GJ (2002) Identification of medically relevant microorganisms by vibrational spectroscopy. J Microbiol Methods 51:255–271PubMedCrossRef Maquelin K, Kirschner C, Choo-Smith LP, van den Braak N, Endtz HP, Naumann D, Puppels GJ (2002) Identification of medically relevant microorganisms by vibrational spectroscopy. J Microbiol Methods 51:255–271PubMedCrossRef
13.
go back to reference Krizova L, Bonnin RA, Nordmann P, Nemec A, Poirel L (2012) Characterization of a multidrug-resistant Acinetobacter baumannii strain carrying the bla NDM-1 and bla OXA-23 carbapenemase genes from the Czech Republic. J Antimicrob Chemother 67(6):1550–1552PubMedCrossRef Krizova L, Bonnin RA, Nordmann P, Nemec A, Poirel L (2012) Characterization of a multidrug-resistant Acinetobacter baumannii strain carrying the bla NDM-1 and bla OXA-23 carbapenemase genes from the Czech Republic. J Antimicrob Chemother 67(6):1550–1552PubMedCrossRef
14.
go back to reference Nemec A, Janda L, Melter O, Dijkshoorn L (1999) Genotypic and phenotypic similarity of multiresistant Acinetobacter baumannii isolates in the Czech Republic. J Med Microbiol 48(3):287–296PubMedCrossRef Nemec A, Janda L, Melter O, Dijkshoorn L (1999) Genotypic and phenotypic similarity of multiresistant Acinetobacter baumannii isolates in the Czech Republic. J Med Microbiol 48(3):287–296PubMedCrossRef
15.
go back to reference Nemec A, Dolzani L, Brisse S, van den Broek P, Dijkshoorn L (2004) Diversity of aminoglycoside-resistance genes and their association with class 1 integrons among strains of pan-European Acinetobacter baumannii clones. J Med Microbiol 53:1233–1240PubMedCrossRef Nemec A, Dolzani L, Brisse S, van den Broek P, Dijkshoorn L (2004) Diversity of aminoglycoside-resistance genes and their association with class 1 integrons among strains of pan-European Acinetobacter baumannii clones. J Med Microbiol 53:1233–1240PubMedCrossRef
16.
go back to reference Tjernberg I, Ursing J (1989) Clinical strains of Acinetobacter classified by DNA–DNA hybridization. APMIS 97(7):595–605PubMedCrossRef Tjernberg I, Ursing J (1989) Clinical strains of Acinetobacter classified by DNA–DNA hybridization. APMIS 97(7):595–605PubMedCrossRef
17.
go back to reference Gerner-Smidt P, Tjernberg I (1993) Acinetobacter in Denmark: II. Molecular studies of the Acinetobacter calcoaceticus–Acinetobacter baumannii complex. APMIS 101(11):826–832PubMedCrossRef Gerner-Smidt P, Tjernberg I (1993) Acinetobacter in Denmark: II. Molecular studies of the Acinetobacter calcoaceticusAcinetobacter baumannii complex. APMIS 101(11):826–832PubMedCrossRef
18.
go back to reference Næs T, Isaksson T, Fearn T, Davis T (2002) A user-friendly guide to multivariate calibration and classification. NIR Publications, Chichester, UK Næs T, Isaksson T, Fearn T, Davis T (2002) A user-friendly guide to multivariate calibration and classification. NIR Publications, Chichester, UK
19.
go back to reference Savitzky A, Golay MJE (1964) Smoothing and differentiation of data by simplified least squares procedures. Anal Chem 36(8):1627–1639CrossRef Savitzky A, Golay MJE (1964) Smoothing and differentiation of data by simplified least squares procedures. Anal Chem 36(8):1627–1639CrossRef
20.
go back to reference Barker M, Rayens W (2003) Partial least squares for discrimination. J Chemom 17(3):166–173CrossRef Barker M, Rayens W (2003) Partial least squares for discrimination. J Chemom 17(3):166–173CrossRef
21.
go back to reference Winder CL, Carr E, Goodacre R, Seviour R (2004) The rapid identification of Acinetobacter species using Fourier transform infrared spectroscopy. J Appl Microbiol 96(2):328–339PubMedCrossRef Winder CL, Carr E, Goodacre R, Seviour R (2004) The rapid identification of Acinetobacter species using Fourier transform infrared spectroscopy. J Appl Microbiol 96(2):328–339PubMedCrossRef
22.
go back to reference Bosch A, Miñán A, Vescina C, Degrossi J, Gatti B, Montanaro P, Messina M, Franco M, Vay C, Schmitt J, Naumann D, Yantorno O (2008) Fourier transform infrared spectroscopy for rapid identification of nonfermenting gram-negative bacteria isolated from sputum samples from cystic fibrosis patients. J Clin Microbiol 46(8):2535–2546PubMedCentralPubMedCrossRef Bosch A, Miñán A, Vescina C, Degrossi J, Gatti B, Montanaro P, Messina M, Franco M, Vay C, Schmitt J, Naumann D, Yantorno O (2008) Fourier transform infrared spectroscopy for rapid identification of nonfermenting gram-negative bacteria isolated from sputum samples from cystic fibrosis patients. J Clin Microbiol 46(8):2535–2546PubMedCentralPubMedCrossRef
23.
go back to reference Vaz M, Meirinhos-Soares L, Sousa CC, Ramirez M, Melo-Cristino J, Lopes JA (2013) Serotype discrimination of encapsulated Streptococcus pneumoniae strains by Fourier-transform infrared spectroscopy and chemometrics. J Microbiol Methods 93:102–107PubMedCrossRef Vaz M, Meirinhos-Soares L, Sousa CC, Ramirez M, Melo-Cristino J, Lopes JA (2013) Serotype discrimination of encapsulated Streptococcus pneumoniae strains by Fourier-transform infrared spectroscopy and chemometrics. J Microbiol Methods 93:102–107PubMedCrossRef
24.
go back to reference Sahl JW, Gillece JD, Schupp JM, Waddell VG, Driebe EM, Engelthaler DM, Keim P (2013) Evolution of a pathogen: a comparative genomics analysis identifies a genetic pathway to pathogenesis in Acinetobacter. PLoS One 8(1):e54287PubMedCentralPubMedCrossRef Sahl JW, Gillece JD, Schupp JM, Waddell VG, Driebe EM, Engelthaler DM, Keim P (2013) Evolution of a pathogen: a comparative genomics analysis identifies a genetic pathway to pathogenesis in Acinetobacter. PLoS One 8(1):e54287PubMedCentralPubMedCrossRef
Metadata
Title
Discrimination of the Acinetobacter calcoaceticus–Acinetobacter baumannii complex species by Fourier transform infrared spectroscopy
Authors
C. Sousa
L. Silva
F. Grosso
A. Nemec
J. Lopes
L. Peixe
Publication date
01-08-2014
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Clinical Microbiology & Infectious Diseases / Issue 8/2014
Print ISSN: 0934-9723
Electronic ISSN: 1435-4373
DOI
https://doi.org/10.1007/s10096-014-2078-y

Other articles of this Issue 8/2014

European Journal of Clinical Microbiology & Infectious Diseases 8/2014 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine