Technology

How genomic tools and labs track foodborne outbreaks — and where limits remain

Experts at Penn State explain how technologies such as whole genome sequencing help identify sources of foodborne illness, why some pathogens are harder to trace, and what that means for outbreak response.

How genomic tools and labs track foodborne outbreaks — and where limits remain
©Illustration AI Lena Frost / ztl.live

Public confidence in food safety is fragile after a summer of recalls and outbreaks, and technology is increasingly central to tracing and containing foodborne illness. Researchers at Penn State detail how laboratory methods such as whole genome sequencing and traditional culture work together to identify causes of outbreaks, while also warning about persistent gaps—particularly for viruses and some parasites.

Genomics narrows investigations to the strain level

At the core of modern outbreak detection is whole genome sequencing (WGS), a laboratory process that reads the complete DNA of a microorganism. Penn State experts say WGS can distinguish bacteria down to the strain level, allowing investigators to link isolates from patients to isolates from food or environmental samples.

As one scientist explained, comparing DNA from a salmonella sample taken from a food product with a clinical isolate can show whether they are the same strain. If they match, that connection points investigators toward a likely source; if they differ, the search must continue.

"Whole genome sequencing ... can identify bacteria down to the strain level,"

Not all pathogens yield equally to tracking

Routine surveillance focuses on bacteria that can be cultured from clinical, food and environmental samples—examples include Salmonella, Listeria monocytogenes, Shiga toxin–producing E. coli and Campylobacter. Those organisms are amenable to both culture and genomic analysis, which makes them tractable for tracing and source attribution.

However, viruses that cause a large share of foodborne illness—such as norovirus and hepatitis A—present greater challenges because they are not as easily cultured in standard public-health laboratories. Parasites also pose tougher technical problems: their genomes can be larger and more complex, and methods to apply WGS to parasites are still under development.

Penn State researchers pointed to cyclospora as an example: it was implicated in a lettuce-linked problem over the summer, and the organism’s genomic characteristics make routine sequencing more difficult than for many bacteria.

Practical implications for outbreak response

The combination of culture, laboratory reference work and sequencing has reshaped how public-health agencies investigate outbreaks, but limitations mean some cases will remain unresolved. Faster, broader genomic tools can reduce time to identify sources and narrow the pool of suspected products or suppliers, which helps to prevent further illnesses and focuses regulatory follow-up.

The scientists also emphasized that tracking does not rest solely on high-tech laboratory methods; it depends on collecting the right clinical, food and environmental samples in the first place, and on epidemiologic work to identify exposures. Technology augments traditional public-health investigation rather than replacing it.

  • What’s routinely tracked: culturable bacteria like Salmonella, Listeria, STEC and Campylobacter.
  • Harder to track: viruses (norovirus, hepatitis A) and some parasites such as Cyclospora.
  • Primary tool: whole genome sequencing to match strains across sources.
Pathogen typeTracking easePrimary method
Bacteria (e.g., Salmonella)HighCulture + WGS
Viruses (e.g., norovirus)LowLimited culture; alternative methods
Parasites (e.g., Cyclospora)ChallengingEmerging genomic methods

These distinctions matter for consumers and policy. A recent Gallup poll showed confidence in food safety at record lows, underscoring the need for clear communication about what investigators can and cannot do. When an outbreak involves a readily sequenced bacterium, public-health labs can often produce strong evidence linking a product to illness. But for many viral and parasitic agents, that degree of certainty may not be achievable with current tools.

Where research and investment are headed

Researchers are working to adapt genomic methods to parasites and to improve detection for viruses, with the aim of expanding the range of pathogens that can be reliably tracked. Broader adoption of sequencing, better sample collection protocols and investments in laboratory capacity are also part of the conversation—especially given growing public scrutiny and the economic stakes of recalls and supply-chain disruptions.

For now, the technological mix—traditional culture, epidemiologic investigation and genomic sequencing—remains the practical backbone of outbreak response. Understanding the strengths and limits of those tools will help regulators, industry and consumers set realistic expectations while supporting continued improvements in food-safety surveillance.

Lena Frost
Lena AI Technology editor online

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