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Visualization of Bacterial Resistance using Fluorescent Antibiotic Probes
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AMRColab - a user-friendly antimicrobial resistance detection and visualization tool.

Su Datt Lam1,2, Sabrina Di Gregorio3,4, Mia Yang Ang5

  • 1Department of Applied Physics, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia.

Microbial Genomics
|October 21, 2024
PubMed
Summary

Antimicrobial resistance (AMR) surveillance is vital. AMRColab is a new, user-friendly bioinformatics tool that helps public health professionals analyze pathogen genomes and combat AMR effectively, even with limited bioinformatics experience.

Keywords:
Google Colaboratoryantimicrobial resistance (AMR)bioinformaticsgenomic surveillance

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Area of Science:

  • Public Health
  • Bioinformatics
  • Genomics

Background:

  • Antimicrobial resistance (AMR) is a growing global health threat, projected to cause millions of deaths by 2050.
  • Effective surveillance of AMR pathogens is essential for monitoring and predicting antibiotic resistance.
  • Public health professionals often lack the bioinformatics expertise and resources for pathogen genome analysis.

Purpose of the Study:

  • To develop an accessible bioinformatics analysis suite for AMR surveillance.
  • To empower public health professionals with limited bioinformatics training to analyze pathogen genomes.
  • To facilitate the detection and visualization of AMR determinants in pathogen genomes.

Main Methods:

  • Development of AMRColab, an open-access bioinformatics suite hosted on Google Colaboratory.
  • Integration of established tools like AMRFinderPlus and hAMRonization for 'plug-and-play' analysis.
  • A trial using methicillin-resistant Staphylococcus aureus (MRSA) strains to demonstrate functionality.

Main Results:

  • AMRColab effectively identifies AMR determinants and facilitates comparative genomic analysis.
  • Workshop participants reported high confidence and willingness to use AMRColab in their research.
  • The platform's user-friendly design makes it accessible to diverse healthcare professionals.

Conclusions:

  • AMRColab democratizes AMR surveillance by providing an accessible bioinformatics solution.
  • The tool empowers public health professionals to combat AMR more effectively.
  • Future enhancements include improved visualization, multilingual support, and community features.