Related Experiment Video
Updated: Mar 1, 2026

Generating Whole Bacterial Genomes from Clinical Samples using a Target Enrichment Workflow
Published on: August 15, 2025
Reoccurring, Emerging, and Persisting (REP) Strains: A Framework for Surveillance and Investigation of Pathogens of
Matthew E Wise1, Michael Vasser1, Jennifer Adams2
1U.S. Centers for Disease Control and Prevention, United States.
Abstract:
Acute outbreaks represent only a small fraction of all reported foodborne illness in the United States. Increasing identification of genetically related bacterial strains that cause human illness over periods much longer than traditional outbreaks necessitates a novel framework for understanding and investigating these reoccurring, emerging, and persisting (REP) strains. We describe the evolution of bacterial subtyping methods, from traditional serotyping to whole genome sequencing, which has substantially enhanced the ability to group together illnesses that are likely linked to a common food, animal, or environmental source. The proposed REP strain framework categorizes strains based on the epidemiological pattern of human illnesses: reoccurring strains cause periodic outbreaks, emerging strains demonstrate increasing incidence, and persisting strains consistently cause illnesses over time. We present case studies of six REP strains being tracked by health and regulatory agencies in the United States, including by PulseNet, the national molecular subtyping network for surveillance of bacterial enteric infections. These examples illustrate the diverse epidemiologic and genomic characteristics of REP strains and the opportunity they present to better understand how pathogens move between humans, foods, animals, and the environment. Effective monitoring and control of REP strains requires interdisciplinary collaboration among public health and regulatory agencies, academia, and industry to develop innovative investigational approaches that extend beyond traditional outbreak response. Investigation of REP strains can provide a better understanding of the drivers of illnesses that are not part of recognized outbreaks. Further, it has the potential to provide insights into pathogen transmission pathways that can inform broader prevention strategies aimed at reducing the overall burden of foodborne and other infections.
Insights
A new framework for reoccurring, emerging, and persisting (REP) bacterial strains is proposed to better understand foodborne illnesses beyond acute outbreaks. This approach enhances pathogen surveillance and informs prevention strategies by analyzing genetic links and epidemiological patterns.
Area of Science:
- Foodborne illness epidemiology
- Molecular subtyping of bacterial pathogens
- Public health surveillance
Background:
- Acute outbreaks are a small part of foodborne illness; many illnesses are linked to genetically related bacterial strains over longer periods.
- Traditional outbreak investigations are insufficient for understanding reoccurring, emerging, and persisting (REP) strains.
- Advancements in bacterial subtyping, including whole genome sequencing, improve the ability to link illnesses to common sources.
Purpose of the Study:
- To introduce a novel framework for categorizing and investigating reoccurring, emerging, and persisting (REP) bacterial strains.
- To enhance the understanding of how pathogens move between humans, foods, animals, and the environment.
- To inform broader prevention strategies for reducing foodborne illness burden.
Main Methods:
- Describing the evolution of bacterial subtyping methods from serotyping to whole genome sequencing.
- Proposing the REP strain framework based on epidemiological patterns: reoccurring, emerging, and persisting.
- Presenting case studies of six REP strains tracked by US health and regulatory agencies, including PulseNet.
Main Results:
- The REP strain framework categorizes strains based on their distinct epidemiological patterns.
- Case studies illustrate the diverse characteristics of REP strains and their transmission pathways.
- Genomic and epidemiological data reveal insights into pathogen movement and persistence.
Conclusions:
- Effective monitoring and control of REP strains require interdisciplinary collaboration.
- Investigating REP strains offers a better understanding of non-outbreak illnesses and pathogen transmission.
- This framework has the potential to inform prevention strategies and reduce the overall burden of foodborne infections.
Related Concept Videos
Principles of Disease Surveillance
Steps in Outbreak Investigation
Infection
The chain begins with pathogens: bacteria, viruses, fungi, prions, or parasites such as protozoa helminths. These can be present on the skin as transient or resident flora, or they can be acquired from the environment. Identifying and treating the type of infection and...
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
Development of Antibiotic Resistance
Methods of Classification and Identification

