ArticlePloS one2014
A reference pan-genome approach to comparative bacterial genomics: identification of novel epidemiological markers in pathogenic Campylobacter.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 79 papers.
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Who cites it
79 citing papers in PubMed.
- Comparative essentialome analysis of sixMicrobial genomics · 2026Article
- Host adaptation drives genome evolution and virulence diversification in a bacterial zoonotic pathogen.bioRxiv : the preprint server for biology · 2026Article
- Comprehensive genomic insights into lineages, virulence, and antibiotic resistance profiles of Campylobacter jejuni entailing a global One Health scenario.Gut pathogens · 2026Article
- Whole-Genome Sequencing and Comparative Genomic Analysis ofVeterinary sciences · 2026Article
- Linking genomic evolutionary transitions to ecological phenotypic adaptations inbioRxiv : the preprint server for biology · 2025Article
- Characterization of aquatic clade 2 and 3 Campylobacter coli isolates from Slovenia reveals admixture with other Campylobacter species.BMC microbiology · 2025Article
- Identification of Novel Gene-Specific Markers for Differentiating Various PathogenicPathogens (Basel, Switzerland) · 2025Article
- Methicillin-sensitiveMicrobial genomics · 2025Article
- Comparative genomics reveals the genomic basis of race T2 emergence and heavy metal resistance inFrontiers in microbiology · 2025Article
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- Fitness factors impacting survival of a subsurface bacterium in contaminated groundwater.The ISME journal · 2024Article
- Comparative genomic analysis uncovered phylogenetic diversity, evolution of virulence factors, and horizontal gene transfer events in tomato bacterial spotFrontiers in microbiology · 2024Article
- Population genomic analyses suggest recent dispersal events of the pathogen Cercospora zeina into East and Southern African maize cropping systems.G3 (Bethesda, Md.) · 2023Article
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- Investigation of differences in susceptibility of Campylobacter jejuni strains to UV light-emitting diode (UV-LED) technology.Scientific reports · 2023Article
- The Gonococcal Genetic Island defines distinct sub-populations ofMicrobial genomics · 2023Article
- ProPan: a comprehensive database for profiling prokaryotic pan-genome dynamics.Nucleic acids research · 2023Article
- Comparative genomics of Campylobacter jejuni from clinical campylobacteriosis stool specimens.Gut pathogens · 2022Article
- A Comparative Analysis of the Core Proteomes within and among theMicroorganisms · 2022Article
19 more citing papers are in PubMed but not listed here.
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7 authors.
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Abstract
The increasing availability of hundreds of whole bacterial genomes provides opportunities for enhanced understanding of the genes and alleles responsible for clinically important phenotypes and how they evolved. However, it is a significant challenge to develop easy-to-use and scalable methods for characterizing these large and complex data and relating it to disease epidemiology. Existing approaches typically focus on either homologous sequence variation in genes that are shared by all isolates, or non-homologous sequence variation--focusing on genes that are differentially present in the population. Here we present a comparative genomics approach that simultaneously approximates core and accessory genome variation in pathogen populations and apply it to pathogenic species in the genus Campylobacter. A total of 7 published Campylobacter jejuni and Campylobacter coli genomes were selected to represent diversity across these species, and a list of all loci that were present at least once was compiled. After filtering duplicates a 7-isolate reference pan-genome, of 3,933 loci, was defined. A core genome of 1,035 genes was ubiquitous in the sample accounting for 59% of the genes in each isolate (average genome size of 1.68 Mb). The accessory genome contained 2,792 genes. A Campylobacter population sample of 192 genomes was screened for the presence of reference pan-genome loci with gene presence defined as a BLAST match of ≥ 70% identity over ≥ 50% of the locus length--aligned using MUSCLE on a gene-by-gene basis. A total of 21 genes were present only in C. coli and 27 only in C. jejuni, providing information about functional differences associated with species and novel epidemiological markers for population genomic analyses. Homologs of these genes were found in several of the genomes used to define the pan-genome and, therefore, would not have been identified using a single reference strain approach.
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