Rapid Differentiation of Closely RelatedCandida Species and Strains by Pyrolysis-Mass Spectrometry and Fourier Transform-Infrared Spectroscopy

ABSTRACT Two rapid spectroscopic approaches for whole-organism fingerprinting of pyrolysis-mass spectrometry (PyMS) and Fourier transform-infrared spectroscopy (FT-IR) were used to analyze a group of 29 clinical and reference Candida isolates. These strains had been identified by conventional means as belonging to one of the three species Candida albicans, C. dubliniensis(previously reported as atypical C. albicans), and C. stellatoidea (which is also closely related to C. albicans). To observe the relationships of the 29 isolates as judged by PyMS and FT-IR, the spectral data were clustered by discriminant analysis. On visual inspection of the cluster analyses from both methods, three distinct clusters, which were discrete for each of the Candida species, could be seen. Moreover, these phenetic classifications were found to be very similar to those obtained by genotypic studies which examined the HinfI restriction enzyme digestion patterns of genomic DNA and by use of the 27A C. albicans-specific probe. Both spectroscopic techniques are rapid (typically, 2 min for PyMS and 10 s for FT-IR) and were shown to be capable of successfully discriminating between closely related isolates of C. albicans, C. dubliniensis, and C. stellatoidea. We believe that these whole-organism fingerprinting methods could provide opportunities for automation in clinical microbial laboratories, improving turnaround times and the use of resources.

[1]  D. Soll,et al.  Variation in lipid and sterol contents in Candida albicans white and opaque phenotypes. , 1990, Journal of medical and veterinary mycology : bi-monthly publication of the International Society for Human and Animal Mycology.

[2]  W. J. Irwin,et al.  Analytical pyrolysis : a comprehensive guide , 1982 .

[3]  H. Macfie,et al.  Use of canonical variates analysis in differentiation of bacteria by pyrolysis gas-liquid chromatography. , 1978, Journal of general microbiology.

[4]  C. Gutteridge 6 Characterization of Microorganisms by Pyrolysis Mass Spectrometry , 1988 .

[5]  D B Kell,et al.  Rapid screening for metabolite overproduction in fermentor broths, using pyrolysis mass spectrometry with multivariate calibration and artificial neural networks , 1994, Biotechnology and bioengineering.

[6]  E M Timmins,et al.  Rapid quantitative analysis of binary mixtures of Escherichia coli strains using pyrolysis mass spectrometry with multivariate calibration and artificial neural networks , 1997, Journal of applied microbiology.

[7]  J. Sobel,et al.  Comparison of restriction enzyme analysis and pulsed-field gradient gel electrophoresis as typing systems for Candida albicans , 1991, Journal of clinical microbiology.

[8]  D. R. Causton,et al.  A Biologist's Advanced Mathematics , 1977 .

[9]  F. Hileman,et al.  Pyrolysis mass spectrometry of recent and fossil biomaterials: Compendium and atlas , 1982 .

[10]  J. Gower Some distance properties of latent root and vector methods used in multivariate analysis , 1966 .

[11]  Wilfred H. Nelson,et al.  Modern Techniques for Rapid Microbiological Analysis , 1991 .

[12]  A. Sommer,et al.  Development of Microchannel Thin-Layer Chromatography with Infrared Microspectroscopic Detection , 1994 .

[13]  D. Naumann,et al.  Classification and identification of bacteria by Fourier-transform infrared spectroscopy. , 1991, Journal of general microbiology.

[14]  B. Wickes,et al.  Association of electrophoretic karyotype of Candida stellatoidea with virulence for mice , 1988, Infection and immunity.

[15]  Dieter Naumann,et al.  Characterization and Identification of Micro-Organisms by FT-IR Spectroscopy and FT-IR Microscopy , 1994 .

[16]  R. Anthony,et al.  Multiple strains of Candida albicans in the oral cavity of HIV positive and HIV negative patients , 1994 .

[17]  J. T. Magee,et al.  Modern Techniques for Rapid Microbiological Analysis , 1993 .

[18]  Douglas B. Kell,et al.  Rapid and Quantitative Analysis of the Pyrolysis Mass Spectra of Complex Binary and Tertiary Mixtures Using Multivariate Calibration and Artificial Neural Networks , 1994 .

[19]  R. Anthony,et al.  Application of RAPD and restriction enzyme analysis to the study of oral carriage of Candida albicans , 1996, Letters in applied microbiology.

[20]  N. Saunders,et al.  Rapid extraction of bacterial genomic DNA with guanidium thiocyanate , 1989 .

[21]  J. Beringer,et al.  The use of pyrolysis mass spectrometry in the characterization of Rhizobium meliloti , 1991 .

[22]  D. Coleman,et al.  Candida dubliniensis sp. nov.: phenotypic and molecular characterization of a novel species associated with oral candidosis in HIV-infected individuals. , 1995, Microbiology.

[23]  K. Kovar,et al.  Possibilities and limits of an on-line coupling of thin-layer chromatography and FTIR-spectroscopy , 1990 .

[24]  J. Sambrook,et al.  Molecular Cloning: A Laboratory Manual , 2001 .

[25]  A. Savitzky,et al.  Smoothing and Differentiation of Data by Simplified Least Squares Procedures. , 1964 .

[26]  C. Gutteridge 14 – Numerical Methods in the Classification of Micro-organisms by Pyrolysis Mass Spectrometry , 1985 .

[27]  J. Brazier,et al.  An investigation of a nosocomial outbreak of Clostridium difficile by pyrolysis mass spectrometry. , 1993, Journal of medical microbiology.

[28]  D. Stevens,et al.  Application of DNA typing methods to Candida albicans epidemiology and correlations with phenotype. , 1990, Reviews of infectious diseases.

[29]  Mark B. Mitchell,et al.  Fundamentals and Applications of Diffuse Reflectance Infrared Fourier Transform (DRIFT) Spectroscopy , 1993 .

[30]  S. Flint,et al.  Oligonucleotide fingerprinting of isolates of Candida species other than C. albicans and of atypical Candida species from human immunodeficiency virus-positive and AIDS patients , 1993, Journal of clinical microbiology.

[31]  D B Kell,et al.  Rapid identification using pyrolysis mass spectrometry and artificial neural networks of Propionibacterium acnes isolated from dogs. , 1994, The Journal of applied bacteriology.

[32]  W. Windig,et al.  Interpretation of sets of pyrolysis mass spectra by discriminant analysis and graphical rotation , 1983 .

[33]  Ramasamy Manoharan,et al.  UV Resonance Raman Studies of Bacteria , 1992 .

[34]  F. Odds,et al.  Candida and candidosis , 1979 .

[35]  D. Kell,et al.  Pyrolysis mass spectrometry and its applications in biotechnology. , 1996, Current opinion in biotechnology.

[36]  P. Reade,et al.  Characterization of genetically distinct subgroup of Candida albicans strains isolated from oral cavities of patients infected with human immunodeficiency virus , 1995, Journal of clinical microbiology.

[37]  Bryan F. J. Manly,et al.  Multivariate Statistical Methods : A Primer , 1986 .

[38]  D B Kell,et al.  Rapid identification of Streptococcus and Enterococcus species using diffuse reflectance-absorbance Fourier transform infrared spectroscopy and artificial neural networks. , 1996, FEMS microbiology letters.

[39]  J. García de Lomas,et al.  Wall mannoproteins in cells from colonial phenotypic variants of Candida albicans. , 1990, Journal of general microbiology.

[40]  D. Jones,et al.  Computer-assisted bacterial systematics , 1985 .

[41]  C. Allen,et al.  Strain-related differences in pathogenicity of Candida albicans for oral mucosa. , 1983, The Journal of infectious diseases.