2013
DOI: 10.1073/pnas.1305559110
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Genome-wide association study identifies vitamin B 5 biosynthesis as a host specificity factor in Campylobacter

Abstract: Genome-wide association studies have the potential to identify causal genetic factors underlying important phenotypes but have rarely been performed in bacteria. We present an association mapping method that takes into account the clonal population structure of bacteria and is applicable to both core and accessory genome variation. Campylobacter is a common cause of human gastroenteritis as a consequence of its proliferation in multiple farm animal species and its transmission via contaminated meat and poultry… Show more

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Cited by 278 publications
(380 citation statements)
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“…The application of genome-wide association studies (GWAS) to bacteria (Sheppard et al 2013a) has great potential for enhancing understanding of the genetic basis of phenotypic variation in Campylobacter and other organisms. As with similar approaches in human genomics, GWAS deviate from conventional, "bottom-up," approaches that begin with the identification of a gene and then test its function-typically using knockout mutants-in favor of a "topdown" approach that groups isolates by phenotype, and then identifies genetic elements associated with a particular phenotype.…”
Section: Discussionmentioning
confidence: 99%
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“…The application of genome-wide association studies (GWAS) to bacteria (Sheppard et al 2013a) has great potential for enhancing understanding of the genetic basis of phenotypic variation in Campylobacter and other organisms. As with similar approaches in human genomics, GWAS deviate from conventional, "bottom-up," approaches that begin with the identification of a gene and then test its function-typically using knockout mutants-in favor of a "topdown" approach that groups isolates by phenotype, and then identifies genetic elements associated with a particular phenotype.…”
Section: Discussionmentioning
confidence: 99%
“…As with similar approaches in human genomics, GWAS deviate from conventional, "bottom-up," approaches that begin with the identification of a gene and then test its function-typically using knockout mutants-in favor of a "topdown" approach that groups isolates by phenotype, and then identifies genetic elements associated with a particular phenotype. Early applications of this approach have identified host-associated genes and alleles (Sheppard et al 2013a), and there is considerable potential for unraveling other complex phenotypes, such as survival, through the food chain and virulence.…”
Section: Discussionmentioning
confidence: 99%
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