Evidence map›Paper›PMID 29845863›Full record

ArticleACS infectious diseases2018

Drug-Resistant Staphylococcus aureus Strains Reveal Distinct Biochemical Features with Raman Microspectroscopy.

Oscar D Ayala, Catherine A Wakeman, Isaac J Pence, Jennifer A Gaddy, James C Slaughter, Eric P Skaar, Anita Mahadevan-Jansen

Abstract read
In one paragraph

Article in ACS infectious diseases, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
4.1field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 47 citations in OpenAlex.

  1. Raman Monitoring ofInternational journal of molecular sciences · 2025
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  14. Rapid, Label-Free Prediction of Antibiotic Resistance inInternational journal of molecular sciences · 2022
    Article
  15. Article
  16. Article
  17. Article
  18. Review
  19. Optical Identification of Middle Ear Infection.Molecules (Basel, Switzerland) · 2020
    Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 4 institutions in 1 country.

Oscar D AyalaBiophotonics Center , Vanderbilt University , 410 24th Avenue South , Nashville , Tennessee 37235 , United States.ORCID 0000-0002-2691-7058
Catherine A WakemanDepartment of Biological Sciences , Texas Tech University , 2901 Main Street , Lubbock , Texas 79409 , United States.
Isaac J PenceBiophotonics Center , Vanderbilt University , 410 24th Avenue South , Nashville , Tennessee 37235 , United States.
Jennifer A GaddyDepartment of Medicine, Division of Infectious Diseases , Vanderbilt University Medical Center , 1161 21st Avenue South, Medical Center North , Nashville , Tennessee 37232 , United States.
James C SlaughterDepartment of Biostatistics , Vanderbilt University School of Medicine , 2525 West End Avenue, Suite 11000 , Nashville , Tennessee 37203 , United States.
Eric P SkaarDepartment of Pathology, Microbiology, and Immunology , Vanderbilt University Medical Center , 1161 21st Avenue South, Medical Center North , Nashville , Tennessee 37232 , United States.
Anita Mahadevan-JansenBiophotonics Center , Vanderbilt University , 410 24th Avenue South , Nashville , Tennessee 37235 , United States.
Vanderbilt University · USTexas Tech University · USVanderbilt University Medical Center · USVA Tennessee Valley Healthcare System · US

Funding

Pathobiology of heme inducible transporters in Gram positive pathogensR01AI073843 · NIAID · VANDERBILT UNIVERSITY MEDICAL CENTER · PI SKAAR, ERIC P · 2009 to 2025
$5.9M
Mechanism and function of heme-iron utilization in staphylococcal pathogenesisR01AI069233 · NIAID · VANDERBILT UNIVERSITY MEDICAL CENTER · PI SKAAR, ERIC P · 2006 to 2020
$5.6M
Spatially Offset Raman Spectroscopy for Mohs Micrographic Surgical GuidanceF31CA168238 · NCI · VANDERBILT UNIVERSITY · PI PENCE, ISAAC JAMES · 2013 to 2015
$94k
NCI NIH HHS F31 CA168238NIAID NIH HHS R01 AI069233NIAID NIH HHS R01 AI073843
6 · The paper itself

Abstract

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.

Indexed as

Drug Resistance, BacterialMetabolismMetabolomeBiological FactorsSpectrum Analysis, RamanStaphylococcus aureusBiological Factorsdrug-resistant bacteriaidentificationprincipal component analysisquadratic discriminant analysisRaman microspectroscopyStaphylococcus aureus

Identifiers

PMID29845863
PMCPMC6476553
OpenAlexW2807324057

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.