Related Experiment Video
Updated: Feb 6, 2026

Home-Based Prescribed Pulmonary Exercise in Patients with Stable Chronic Obstructive Pulmonary Disease
Published on: August 24, 2019
Leveraging patient data to detect systematic shifts in daptomycin susceptibility testing associated with reduced
Mark A Zaydman1, Laurel Glaser2, Daniel S Herman2
1Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, Missouri, USA.
None:
Systemic shifts in antimicrobial resistance rates can be due to epidemiologic shifts in microbial susceptibility patterns or artifactual shifts introduced by technical biases in antimicrobial susceptibility testing (AST)-both ultimately leading to changes in antimicrobial prescribing. To reduce technical variability, quality control (QC) criteria for AST are published by manufacturers and standards organizations. However, traditional QC metrics, in isolation, are fallible. In this study, we describe a systematic shift in daptomycin AST results between 2022 and 2025 in isolates tested in two independent health systems. Comprehensive analysis of clinical isolate AST results and retrospective mining of QC data from this period revealed a subtle shift that led to a 5%-22% decrease in overall susceptibility rates for certain organisms, most notably Enterococcus faecium. As daptomycin is a key treatment option for these difficult-to-treat infections, this increase in resistance rates paralleled a decrease in prescribing daptomycin for infections with these organisms. Importantly, this trend was undetectable through routine QC processes and only became apparent through systematic review of patient data. Our findings highlight the opportunity to integrate routine patient data analysis into microbiology QC practices to enhance detection of subtle but clinically relevant changes in AST performance.
Importance:
In this study, we report a critical incident of technical variability using daptomycin gradient diffusion methodology that was undetectable using routine quality control metrics. More broadly, this study underscores the opportunity to incorporate additional modalities, such as clinical patient results, into a comprehensive quality assurance plan to ensure high-quality antimicrobial susceptibility testing results. Given the dynamic spread of multidrug resistance in bacteria, accurate susceptibility testing results are critical to identify and respond to shifts in local epidemiology.
Related Concept Videos
Random and Systematic Errors
Systematic Sampling Method
Systematic sampling is one of the simplest methods...
Statistical Inference Techniques in Hypothesis Testing: Parametric Versus Nonparametric Data
Parametric statistics, as the name suggests, assumes that data follow a specific distribution, often a normal distribution. This assumption enables robust hypothesis testing and estimation. Parametric methods, like the Student's t-test or Goodness-of-fit test, are frequently employed in biostatistics due to their robustness. For instance,...
Magnetic Susceptibility and Permeability
When diamagnetic materials are placed under an external magnetic field, the moments opposite to the field are induced. Hence, the susceptibility for diamagnets has a minimal negative value of 10-5–10-6. Since...
Data Reporting and Recording
Reducing Line Loss
With a step-up transformer at the source, the voltage is increased, thereby reducing the current in the transmission lines since power loss in...

