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Evolutionary genomic and bacteria GWAS analysis of Mycobacterium avium subsp. paratuberculosis and dairy cattle
Vincent P Richards1, Annette Nigsch2, Paulina Pavinski Bitar3
1Department of Biological Sciences, Clemson University, Clemson, SC 29634.
Abstract:
Mycobacterium avium subsp. paratuberculosis (MAP) is the causative agent of Johne's disease in ruminants, which has important health consequences for dairy cattle. The Regional Dairy Quality Management Alliance (RDQMA) project is a multistate research program involving MAP isolates taken from three intensively studied commercial dairy farms in the northeastern United States, which emphasized longitudinal data collection of both MAP isolates and animal health in three regional dairy herds for a period of about 7 years. This paper reports the results of a pan-GWAS analysis involving 318 MAP isolates and dairy cow Johne's disease phenotypes, taken from these three farms. Based on our highly curated accessory gene count the pan-GWAS analysis identified several MAP genes associated with bovine Johne's disease phenotypes scored from these three farms, with some of the genes having functions suggestive of possible cause/effect relationships to these phenotypes. This paper reports a pan-genomic comparative analysis between MAP and Mycobacterium tuberculosis, assessing functional Gene Ontology category enrichments between these taxa. Finally, we also provide a population genomic perspective on the effectiveness of herd isolation, involving closed dairy farms, in preventing MAP inter-farm cross infection on a micro-geographic scale.IMPORTANCE Mycobacterium avium subsp. paratuberculosis (MAP) is the causative agent of Johne's disease in ruminants, which has important health consequences for dairy cattle, and enormous economic consequences for the dairy industry. Understanding which genes in this bacterium are correlated with key disease phenotypes can lead to functional experiments targeting these genes and ultimately lead to improved control strategies. This study represents a rare example of a prolonged longitudinal study of dairy cattle where the disease was measured and the bacteria were isolated from the same cows. The genome sequences of over 300 MAP isolates were analyzed for genes that were correlated with a wide range of Johne's disease phenotypes. A number of genes were identified that were significantly associated with several aspects of the disease and suggestive of further experimental follow-up.
Insights
Mycobacterium avium subsp. paratuberculosis (MAP) causes Johne's disease in dairy cattle. This study identified MAP genes associated with disease phenotypes, aiding in control strategies and understanding infection spread in herds.
Area of Science:
- Bacteriology
- Genomics
- Veterinary Medicine
Background:
- Johne's disease, caused by Mycobacterium avium subsp. paratuberculosis (MAP), significantly impacts dairy cattle health and the dairy industry.
- Longitudinal data collection on MAP isolates and animal health is crucial for understanding disease dynamics.
Purpose of the Study:
- To identify MAP genes associated with Johne's disease phenotypes in dairy cattle using a pan-genomic approach.
- To compare the genomes of MAP and Mycobacterium tuberculosis.
- To assess the effectiveness of herd isolation in preventing MAP transmission.
Main Methods:
- Pan-genome-wide association study (pan-GWAS) on 318 MAP isolates from three dairy farms.
- Longitudinal data collection on animal health and MAP isolates over seven years.
- Comparative genomic analysis and Gene Ontology enrichment analysis between MAP and M. tuberculosis.
Main Results:
- Identified several MAP genes significantly associated with bovine Johne's disease phenotypes.
- Some identified genes suggest potential cause-effect relationships with disease phenotypes.
- Provided population genomic insights into MAP transmission dynamics and the impact of herd isolation.
Conclusions:
- The study identified key MAP genes correlated with Johne's disease phenotypes, offering targets for future research and control strategies.
- Comparative genomics revealed functional enrichments between MAP and M. tuberculosis.
- Herd isolation strategies can be effective in limiting MAP spread on a micro-geographic scale.
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