Antimicrobial-susceptible patterns of Staphylococcus aureus isolated from surgical infections: a new approach

Masaru Suzuki1, Masaru Miyaki, Kazuhiko Sekine

  • 1Department of Emergency and Critical Care Medicine, School of Medicine, Keio University, Tokyo, Japan. suzuki@sc.itc.keio.ac.jp

Insights

Principal component analysis of Staphylococcus aureus minimum inhibitory concentration data revealed distinct antimicrobial resistance patterns. This method effectively classified bacterial isolates into four clusters, aiding in understanding institutional resistance characteristics.

Area of Science:

  • Microbiology
  • Infectious Diseases
  • Pharmacology

Background:

  • Surgical infections caused by Staphylococcus aureus present a significant clinical challenge.
  • Understanding antimicrobial resistance patterns is crucial for effective treatment strategies.
  • Multicenter surveillance data provides a broad overview of bacterial susceptibility.

Purpose of the Study:

  • To analyze minimum inhibitory concentration (MIC) data for Staphylococcus aureus from surgical infections.
  • To identify correlations among clinically available antimicrobial agents.
  • To classify antimicrobial resistance patterns using principal component analysis (PCA).

Main Methods:

  • Collected 312 Staphylococcus aureus strains (71 MSSA, 241 MRSA) from 34 Japanese institutions (1998-2007).
  • Tested MICs against 18 antimicrobial agents.
  • Applied principal component analysis (PCA) to MIC data.

Main Results:

  • Four principal components explained 71.1% of the total variance in MIC data.
  • The first two components, explaining 54.2% of variance, classified isolates into four distinct clusters.
  • Cluster proportions reflected the specific antimicrobial resistance characteristics at each institution.

Conclusions:

  • Principal component analysis is a clinically applicable method for analyzing MIC patterns.
  • PCA can aid in classifying antimicrobial agents and identifying institutional resistance profiles.
  • This approach may contribute to tailored treatment strategies for Staphylococcus aureus surgical infections.

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