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Updated: Mar 13, 2026

Isolation and Identification of Waterborne Antibiotic-Resistant Bacteria and Molecular Characterization of their Antibiotic Resistance Genes
Published on: March 3, 2023
CARD 2017: expansion and model-centric curation of the comprehensive antibiotic resistance database
Baofeng Jia1, Amogelang R Raphenya1, Brian Alcock1
1M.G. DeGroote Institute for Infectious Disease Research, Department of Biochemistry and Biomedical Sciences, DeGroote School of Medicine, McMaster University, Hamilton, Ontario L8S 4K1, Canada.
Insights
The Comprehensive Antibiotic Resistance Database (CARD) provides curated data on antimicrobial resistance (AMR) genes and mutations. It supports genome analysis tools for predicting AMR, aiding in the detection of resistance threats.
Area of Science:
- Microbiology
- Genomics
- Bioinformatics
Background:
- Antimicrobial resistance (AMR) poses a significant global health threat.
- Understanding the molecular basis of AMR is crucial for developing new diagnostics and therapeutics.
- Existing resources for AMR data require comprehensive, structured, and up-to-date information.
Purpose of the Study:
- To present the Comprehensive Antibiotic Resistance Database (CARD) as a high-quality, manually curated resource for AMR data.
- To highlight the ontological structure and model-centric design of CARD, facilitating data sharing and analysis.
- To detail recent improvements and new features of CARD, including enhanced genome analysis tools and AMR detection models.
Main Methods:
- Manual curation of scientific literature to gather data on AMR genes, proteins, and mutations.
- Development and utilization of the Antibiotic Resistance Ontology (ARO) for structured data organization.
- Integration of AMR detection models and tools like the Resistance Gene Identifier (RGI) for genome sequence analysis.
- Monthly updates incorporating literature curation, text mining, and genome analysis.
Main Results:
- CARD provides a comprehensive, ontologically structured resource on the molecular basis of AMR.
- The Antibiotic Resistance Ontology (ARO) enables advanced data sharing and organization.
- Novel genome analysis tools, including the Resistance Gene Identifier (RGI), are powered by CARD data.
- Recent updates include expanded reference sequences, mutations, AMR detection models, and improved RGI capabilities for emergent threats.
Conclusions:
- CARD is a valuable, continuously updated resource for researchers studying antimicrobial resistance.
- The database and its associated tools facilitate the prediction and detection of AMR, including emergent threats.
- CARD's structured approach and advanced tools support the development of novel strategies to combat AMR.
Abstract:
The Comprehensive Antibiotic Resistance Database (CARD; http://arpcard.mcmaster.ca) is a manually curated resource containing high quality reference data on the molecular basis of antimicrobial resistance (AMR), with an emphasis on the genes, proteins and mutations involved in AMR. CARD is ontologically structured, model centric, and spans the breadth of AMR drug classes and resistance mechanisms, including intrinsic, mutation-driven and acquired resistance. It is built upon the Antibiotic Resistance Ontology (ARO), a custom built, interconnected and hierarchical controlled vocabulary allowing advanced data sharing and organization. Its design allows the development of novel genome analysis tools, such as the Resistance Gene Identifier (RGI) for resistome prediction from raw genome sequence. Recent improvements include extensive curation of additional reference sequences and mutations, development of a unique Model Ontology and accompanying AMR detection models to power sequence analysis, new visualization tools, and expansion of the RGI for detection of emergent AMR threats. CARD curation is updated monthly based on an interplay of manual literature curation, computational text mining, and genome analysis.
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