Back

Genomic Epidemiology of Salmonella and Campylobacter in Poultry Production: Quantifying the Contribution of Primary Breeders

Lipman, D. J.

2025-11-13 epidemiology
10.1101/2025.11.11.25340000 medRxiv
Show abstract

The US broiler production system processes over 9.3 billion chickens annually through a highly integrated pyramid structure where two primary breeding companies supply genetic stock to approximately 40 major integrators operating nationwide. To provide a quantitative, system-wide estimate of contamination origins, I analyzed whole genome sequences from Salmonella and Campylobacter isolates collected from over 800 processing facilities as part of the USDAs Food Safety Inspection Service (FSIS) verification sampling (2019-2024). Single-linkage clustering identified isolates sharing common origins ([≤]2, 4, or 8 SNPs genome-wide), which were categorized by facility, company, and geographical distributions to infer contamination sources. Among the isolates analyzed, geographically dispersed multi-company clusters implying a primary breeder origin accounted for 78% of Campylobacter, 77% of non-Enteritidis Salmonella, and 96% of Salmonella Enteritidis isolates. Geographic spread analysis revealed that Enteritidis isolates matched a random distribution model consistent with contamination originating from the highest levels of the breeding pyramid. Campylobacter showed regional clustering implying sources at lower levels of the breeding pyramid. Cluster persistence exceeded multiple production cycles (median >4 years for Campylobacter, >4.5 years for 75% of Enteritidis isolates), indicating stable contamination reservoirs upstream of processing. These results demonstrate that the primary breeders are a major source of broiler contamination and suggest that upstream interventions targeting breeding stock, in particular for Enteritidis, may represent an efficient strategy for further reducing clinical cases of foodborne illness.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Emerging Infectious Diseases
103 papers in training set
Top 0.1%
23.2%
2
Preventive Veterinary Medicine
14 papers in training set
Top 0.1%
10.8%
3
Epidemics
104 papers in training set
Top 0.2%
6.6%
4
PLOS ONE
4510 papers in training set
Top 30%
5.0%
5
Nature Communications
4913 papers in training set
Top 35%
4.3%
6
Scientific Reports
3102 papers in training set
Top 33%
3.8%
50% of probability mass above
7
Applied and Environmental Microbiology
301 papers in training set
Top 1.0%
3.2%
8
Clinical Infectious Diseases
231 papers in training set
Top 2%
2.5%
9
One Health
29 papers in training set
Top 0.4%
2.1%
10
Environmental Science & Technology
64 papers in training set
Top 1%
2.1%
11
Infection Control & Hospital Epidemiology
17 papers in training set
Top 0.2%
1.9%
12
mSystems
361 papers in training set
Top 5%
1.7%
13
The Lancet Microbe
43 papers in training set
Top 0.5%
1.7%
14
Epidemiology and Infection
84 papers in training set
Top 1%
1.7%
15
Molecular Ecology
304 papers in training set
Top 3%
1.4%
16
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 37%
1.3%
17
International Journal of Epidemiology
74 papers in training set
Top 2%
0.9%
18
Viruses
318 papers in training set
Top 4%
0.9%
19
Open Forum Infectious Diseases
134 papers in training set
Top 2%
0.9%
20
BMC Medicine
163 papers in training set
Top 6%
0.8%
21
The Journal of Infectious Diseases
182 papers in training set
Top 4%
0.8%
22
Science Advances
1098 papers in training set
Top 29%
0.8%
23
eLife
5422 papers in training set
Top 56%
0.8%
24
JAMA Network Open
127 papers in training set
Top 5%
0.7%
25
American Journal of Epidemiology
57 papers in training set
Top 2%
0.7%
26
mSphere
281 papers in training set
Top 7%
0.7%
27
Eurosurveillance
80 papers in training set
Top 2%
0.7%
28
The Lancet Regional Health - Western Pacific
15 papers in training set
Top 0.4%
0.5%
29
The American Journal of Tropical Medicine and Hygiene
60 papers in training set
Top 5%
0.5%
30
Cell Reports Medicine
140 papers in training set
Top 10%
0.5%