TY - JOUR
T1 - Drug-Resistant Staphylococcus aureus Strains Reveal Distinct Biochemical Features with Raman Microspectroscopy
AU - Ayala, Oscar D.
AU - Wakeman, Catherine A.
AU - Pence, Isaac J.
AU - Gaddy, Jennifer A.
AU - Slaughter, James C.
AU - Skaar, Eric P.
AU - Mahadevan-Jansen, Anita
N1 - Funding Information:
The authors thank Shannon Manning, Ph.D., M.P.H. (Michigan State University) for generously providing strain GBS 37 and Ryan S. Doster, M.D. for information regarding the virulence of GBS strains. This work was funded by the Government under the Department of Defense, Air Force of Scientific Research, National Defense Science and Engineering Graduate (NDSEG) Fellowship, 32 CFR 168a (to O.D.A.), National Institutes of Health under Ruth L. Kirschstein National Research Service Award CA168238 (to I.J.P.), and Orrin H. Ingram endowment (to A.M-J.). Additional support was provided by the National Institutes of Health Grants R01 AI069233 and R01 AI073843 (to E.P.S.).
Publisher Copyright:
© Copyright 2018 American Chemical Society.
PY - 2018/8/10
Y1 - 2018/8/10
N2 - Staphylococcus aureus (S. aureus) is a leading cause of hospital-acquired infections, such as bacteremia, pneumonia, and endocarditis. Treatment of these infections can be challenging since strains of S. aureus, such as methicillin-resistant S. aureus (MRSA), have evolved resistance to antimicrobials. Current methods to identify infectious agents in hospital environments often rely on time-consuming, multistep culturing techniques to distinguish problematic strains (i.e., antimicrobial resistant variants) of a particular bacterial species. Therefore, a need exists for a rapid, label-free technique to identify drug-resistant bacterial strains to guide proper antibiotic treatment. Here, our findings demonstrate the ability to characterize and identify microbes at the subspecies level using Raman microspectroscopy, which probes the vibrational modes of molecules to provide a biochemical "fingerprint". This technique can distinguish between different isolates of species such as Streptococcus agalactiae and S. aureus. To determine the ability of this analytical approach to detect drug-resistant bacteria, isogenic variants of S. aureus including the comparison of strains lacking or expressing antibiotic resistance determinants were evaluated. Spectral variations observed may be associated with biochemical components such as amino acids, carotenoids, and lipids. Mutants lacking carotenoid production were distinguished from wild-type S. aureus and other strain variants. Furthermore, spectral biomarkers of S. aureus isogenic bacterial strains were identified. These results demonstrate the feasibility of Raman microspectroscopy for distinguishing between various genetically distinct forms of a single bacterial species in situ. This is important for detecting antibiotic-resistant strains of bacteria and indicates the potential for future identification of other multidrug resistant pathogens with this technique.
AB - Staphylococcus aureus (S. aureus) is a leading cause of hospital-acquired infections, such as bacteremia, pneumonia, and endocarditis. Treatment of these infections can be challenging since strains of S. aureus, such as methicillin-resistant S. aureus (MRSA), have evolved resistance to antimicrobials. Current methods to identify infectious agents in hospital environments often rely on time-consuming, multistep culturing techniques to distinguish problematic strains (i.e., antimicrobial resistant variants) of a particular bacterial species. Therefore, a need exists for a rapid, label-free technique to identify drug-resistant bacterial strains to guide proper antibiotic treatment. Here, our findings demonstrate the ability to characterize and identify microbes at the subspecies level using Raman microspectroscopy, which probes the vibrational modes of molecules to provide a biochemical "fingerprint". This technique can distinguish between different isolates of species such as Streptococcus agalactiae and S. aureus. To determine the ability of this analytical approach to detect drug-resistant bacteria, isogenic variants of S. aureus including the comparison of strains lacking or expressing antibiotic resistance determinants were evaluated. Spectral variations observed may be associated with biochemical components such as amino acids, carotenoids, and lipids. Mutants lacking carotenoid production were distinguished from wild-type S. aureus and other strain variants. Furthermore, spectral biomarkers of S. aureus isogenic bacterial strains were identified. These results demonstrate the feasibility of Raman microspectroscopy for distinguishing between various genetically distinct forms of a single bacterial species in situ. This is important for detecting antibiotic-resistant strains of bacteria and indicates the potential for future identification of other multidrug resistant pathogens with this technique.
KW - drug-resistant bacteria
KW - identification
KW - principal component analysis
KW - quadratic discriminant analysis
KW - Raman microspectroscopy
KW - Staphylococcus aureus
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U2 - 10.1021/acsinfecdis.8b00029
DO - 10.1021/acsinfecdis.8b00029
M3 - Article
C2 - 29845863
AN - SCOPUS:85047964836
SN - 2373-8227
VL - 4
SP - 1197
EP - 1210
JO - ACS Infectious Diseases
JF - ACS Infectious Diseases
IS - 8
ER -