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1.
BMC Bioinformatics ; 22(1): 70, 2021 Feb 15.
Article in English | MEDLINE | ID: mdl-33588753

ABSTRACT

BACKGROUND: The quantity of genomic data is expanding at an increasing rate. Tools for phylogenetic analysis which scale to the quantity of available data are required. To address this need, we present cognac, a user-friendly software package to rapidly generate concatenated gene alignments for phylogenetic analysis. RESULTS: We illustrate that cognac is able to rapidly identify phylogenetic marker genes using a data driven approach and efficiently generate concatenated gene alignments for very large genomic datasets. To benchmark our tool, we generated core gene alignments for eight unique genera of bacteria, including a dataset of over 11,000 genomes from the genus Escherichia producing an alignment with 1353 genes, which was constructed in less than 17 h. CONCLUSIONS: We demonstrate that cognac presents an efficient method for generating concatenated gene alignments for phylogenetic analysis. We have released cognac as an R package ( https://github.com/rdcrawford/cognac ) with customizable parameters for adaptation to diverse applications.


Subject(s)
Bacteria , Genome, Bacterial , Software , Bacteria/classification , Bacteria/genetics , Databases, Genetic , Family Characteristics , Phylogeny , Whole Genome Sequencing
2.
Nat Microbiol ; 5(9): 1170-1181, 2020 09.
Article in English | MEDLINE | ID: mdl-32601452

ABSTRACT

A variety of cell surface structures dictate interactions between bacteria and their environment, including their viruses (bacteriophages). Members of the human gut Bacteroidetes characteristically produce several phase-variable capsular polysaccharides (CPSs), but their contributions to bacteriophage interactions are unknown. To begin to understand how CPSs have an impact on Bacteroides-phage interactions, we isolated 71 Bacteroides thetaiotaomicron-infecting bacteriophages from two locations in the United States. Using B. thetaiotaomicron strains that express defined subsets of CPSs, we show that CPSs dictate host tropism for these phages and that expression of non-permissive CPS variants is selected under phage predation, enabling survival. In the absence of CPSs, B. thetaiotaomicron escapes bacteriophage predation by altering expression of eight distinct phase-variable lipoproteins. When constitutively expressed, one of these lipoproteins promotes resistance to multiple bacteriophages. Our results reveal important roles for Bacteroides CPSs and other cell surface structures that allow these bacteria to persist under bacteriophage predation, and hold important implications for using bacteriophages therapeutically to target gut symbionts.


Subject(s)
Bacterial Capsules/metabolism , Bacteroides thetaiotaomicron/virology , Lipoproteins/metabolism , Polysaccharides/metabolism , Animals , Bacteriophages , Bacteroides/virology , Female , Germ-Free Life , Humans , Male , Mice , Polysaccharides/genetics , Transcriptome
3.
Nat Genet ; 50(9): 1234-1239, 2018 09.
Article in English | MEDLINE | ID: mdl-30061737

ABSTRACT

To identify genetic variation underlying atrial fibrillation, the most common cardiac arrhythmia, we performed a genome-wide association study of >1,000,000 people, including 60,620 atrial fibrillation cases and 970,216 controls. We identified 142 independent risk variants at 111 loci and prioritized 151 functional candidate genes likely to be involved in atrial fibrillation. Many of the identified risk variants fall near genes where more deleterious mutations have been reported to cause serious heart defects in humans (GATA4, MYH6, NKX2-5, PITX2, TBX5)1, or near genes important for striated muscle function and integrity (for example, CFL2, MYH7, PKP2, RBM20, SGCG, SSPN). Pathway and functional enrichment analyses also suggested that many of the putative atrial fibrillation genes act via cardiac structural remodeling, potentially in the form of an 'atrial cardiomyopathy'2, either during fetal heart development or as a response to stress in the adult heart.


Subject(s)
Atrial Fibrillation/genetics , Mutation/genetics , Biological Specimen Banks , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study/methods , Genomics/methods , Heart Defects, Congenital/genetics , Humans , Risk
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