ARLG Innovative Research Tools and Methods

The ARLG advances its mission by developing and applying innovative tools, methods, and research resources that strengthen the design, conduct, and interpretation of clinical research focused on antimicrobial resistance.

Through close collaboration among its Scientific Leadership, and Clinical Operations, Laboratory, and Statistical and Data Management Centers, the ARLG has created novel analytic frameworks, trial designs, patient-centered outcomes, diagnostic evaluation methods, and shared research resources. These tools support the evaluation of diagnostic and treatment strategies and are designed to generate evidence that is both clinically meaningful and applicable to clinical care.

By making these methods and resources broadly accessible, the ARLG seeks to advance not only its own studies, but also the wider scientific community’s ability to address the evolving threat of antimicrobial resistance.

Expand each section below to learn more about ARLG’s research tools and methods, find access links, and explore other resources.

The ARLG provides funding and mentoring opportunities to early-stage investigators, including training on the ARLG’s innovative research tools and methods.


Learn more about ARLG innovations in Clinical Infectious Diseases

Patient-Centric Benefit-Risk Paradigm and Endpoints, and Strategy Trials Design

Desirability of Outcome Ranking (DOOR)

Desirability of Outcome Ranking for the Management of Antimicrobial Therapy (DOOR MAT)

Response Adjusted for Duration of Antibiotic Risk (RADAR)

Sequential, Multiple-Assignment, Randomized Trials for Comparing Personalized Antibiotic Strategies (SMART COMPASS)

Evaluation of Diagnostics

Intention-to-Diagnose

MASTER Protocol for Simultaneously Evaluating Multiple Infection Diagnostics (MASTERMIND)

Benefit-Risk Evaluation for Diagnostics: A Framework (BED-FRAME) and Average Weighted Accuracy (AWA)

Clinically Adjudicated Reference Standards for Infectious Diseases Diagnostics

Patient-Reported Tools

Patient-Reported Outcome Measures

Data Resources and Laboratory-Enabled Research Tools and Methods

Genomics Sequencing-based Typing, Epidemiology, Linkage, and Antimicrobial Resistance Tool (GENO-STELLAR)

Machine-Learning Based Analysis of Microbial Proteomics to Predict Antimicrobial Susceptibility

ARLG Biorepository

Phage Susceptibility Testing