Evidence map›Paper›PMID 40394101›Full record

ArticleScientific reports2025

Risk assessment of Escherichia coli O157:H7 along the farm-to-fork fresh-cut romaine lettuce supply chain.

Ece Bulut, Sarah I Murphy, Laura K Strawn, Michelle D Danyluk, Martin Wiedmann, Renata Ivanek

Erratum issuedAbstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Antibiofilm Activity of Essential Oils AgainstFoods (Basel, Switzerland) · 2026
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Ece BulutDepartment of Population Medicine and Diagnostic Sciences, Cornell University, 602 Tower Rd, Ithaca, NY, 14853, USA. eb643@cornell.edu.
Sarah I MurphyDepartment of Population Medicine and Diagnostic Sciences, Cornell University, 602 Tower Rd, Ithaca, NY, 14853, USA.
Laura K StrawnDepartment of Food Science and Technology, Virginia Tech, Blacksburg, VA, 24061, USA.
Michelle D DanylukFood Science and Human Nutrition Department, University of Florida, Lake Alfred, FL, 33850, USA.
Martin WiedmannDepartment of Food Science, Cornell University, Ithaca, NY, 14853, USA.
Renata IvanekDepartment of Population Medicine and Diagnostic Sciences, Cornell University, 602 Tower Rd, Ithaca, NY, 14853, USA.

Funding

National Institute of Food and Agriculture 2019-51181-30016
6 · The paper itself

Abstract

Outbreaks of Escherichia coli O157:H7 (ECO157) in romaine lettuce remain an ongoing public health concern. Quantitative microbial risk assessment (QMRA) models are key tools for identifying control measures to mitigate foodborne diseases. Here, we introduce a comprehensive QMRA framework along the farm-to-fork fresh-cut romaine lettuce chain, including a novel preharvest difference equation model, to predict annual ECO157 illness cases in the United States and evaluate control strategies. We demonstrated the importance of managing irrigation-related contamination at preharvest to control illness cases. Wildlife intrusions pose lower health risk, followed by runoffs and biological soil amendments of animal origin. When preharvest contamination persists and combines with time-temperature abuses at postharvest, the predicted ECO157 illness cases rise considerably. We showed a broad range of interventions targeting both preharvest and postharvest stages can effectively improve the microbial safety of fresh-cut romaine. The comprehensive practices and interventions explored in this study will aid decision-makers in establishing/enhancing food safety best management practices.

Indexed as

Escherichia coli InfectionsEscherichia coli O157Foodborne DiseasesFood MicrobiologyLactucaFarmsFood ContaminationFood SafetyHumansRisk AssessmentUnited StatesEscherichia coli O157:H7Farm to forkLettuceQuantitative microbial risk assessment

Identifiers

PMID40394101
PMCPMC12092614

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.