Investigating microbial (micro)colony heterogeneity by vibrational spectroscopy.
Fourier transform infrared and Raman microspectroscopy are currently being developed as new methods for the rapid identification of clinically relevant microorganisms. These methods involve measuring spectra from microcolonies which have been cultured for as little as 6 h, followed by the nonsubjective identification of microorganisms through the use of multivariate statistical analyses. To examine the biological heterogeneity of microorganism growth which is reflected in the spectra, measurements were acquired from various positions within (micro)colonies cultured for 6, 12, and 24 h. The studies reveal that there is little spectral variance in 6-h microcolonies. In contrast, the 12- and 24-h cultures exhibited a significant amount of heterogeneity. Hierarchical cluster analysis of the spectra from the various positions and depths reveals the presence of different layers in the colonies. Further analysis indicates that spectra acquired from the surface of the colonies exhibit higher levels of glycogen than do the deeper layers of the colony. Additionally, the spectra from the deeper layers present with higher RNA levels than the surface layers. Therefore, the 6-h colonies with their limited heterogeneity are more suitable for inclusion in a spectral database to be used for classification purposes. These results also demonstrate that vibrational spectroscopic techniques can be useful tools for studying the nature of colony development and biofilm formation.
Choo-Smith
L P
LP
Laboratory for Intensive Care Research and Optical Spectroscopy, Department of General Surgery, Erasmus University Rotterdam, 3015 GD Rotterdam, The Netherlands.
Maquelin
K
K
van Vreeswijk
T
T
Bruining
H A
HA
Puppels
G J
GJ
Ngo Thi
N A
NA
Kirschner
C
C
Naumann
D
D
Ami
D
D
Villa
A M
AM
Orsini
F
F
Doglia
S M
SM
Lamfarraj
H
H
Sockalingum
G D
GD
Manfait
M
M
Allouch
P
P
Endtz
H P
HP
D002176:Candida albicans / Q000145:classification / Q000254:growth & development*; D003470:Culture Media; D004926:Escherichia coli / Q000145:classification / Q000254:growth & development*; D006801:Humans; D008828:Microbiological Techniques; D017550:Spectroscopy, Fourier Transform Infrared / Q000379:methods; D013059:Spectrum Analysis, Raman / Q000379:methods; D013211:Staphylococcus aureus / Q000145:classification / Q000254:growth & development*
D003470:Culture Media