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.

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.

Related Concept Videos

Genome-wide Association Studies-GWAS01:11

Genome-wide Association Studies-GWAS

Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
14.9K
Modern Molecular Taxonomy01:29

Modern Molecular Taxonomy

Advancements in molecular biology have revolutionized the identification and characterization of bacteria, with multiple methods leveraging DNA sequencing for enhanced precision. As sequencing technologies improve and costs decline, these approaches are increasingly used in clinical, environmental, and evolutionary studies.Multilocus Sequence Typing (MLST) examines several housekeeping genes, essential chromosomal genes encoding cellular functions, to distinguish strains. Approximately...
370
Applications of Molecular Taxonomy01:20

Applications of Molecular Taxonomy

Molecular taxonomy has revolutionized the understanding and classification of bacteria, providing precise insights into their diversity, evolutionary relationships, and ecological roles. By utilizing molecular techniques such as DNA sequencing and fingerprinting, researchers have made significant strides in various fields related to bacterial studies.Resolving Taxonomic AmbiguitiesMolecular taxonomy has been instrumental in distinguishing closely related bacterial species initially thought to...
305
Evolutionary Relationships through Genome Comparisons02:54

Evolutionary Relationships through Genome Comparisons

Genome comparison is one of the excellent ways to interpret the evolutionary relationships between organisms. The basic principle of genome comparison is that if two species share a common feature, it is likely encoded by the DNA sequence conserved between both species. The advent of genome sequencing technologies in the late 20th century enabled scientists to understand the concept of conservation of domains between species and helped them to deduce evolutionary relationships across diverse...
6.6K
Pedigree Analysis01:35

Pedigree Analysis

Overview
87.6K