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PRAWNS: compact pan-genomic features for whole-genome population genomics

MOTIVATION: Scientists seeking to understand the genomic basis of bacterial phenotypes, such as antibiotic resistance, today have access to an unprecedented number of complete and nearly complete genomes. Making sense of these data requires computational tools able to perform multiple-genome compari...

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Detalles Bibliográficos
Autores principales: Javkar, Kiran, Rand, Hugh, Strain, Errol, Pop, Mihai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825322/
https://www.ncbi.nlm.nih.gov/pubmed/36579850
http://dx.doi.org/10.1093/bioinformatics/btac844
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author Javkar, Kiran
Rand, Hugh
Strain, Errol
Pop, Mihai
author_facet Javkar, Kiran
Rand, Hugh
Strain, Errol
Pop, Mihai
author_sort Javkar, Kiran
collection PubMed
description MOTIVATION: Scientists seeking to understand the genomic basis of bacterial phenotypes, such as antibiotic resistance, today have access to an unprecedented number of complete and nearly complete genomes. Making sense of these data requires computational tools able to perform multiple-genome comparisons efficiently, yet currently available tools cannot scale beyond several tens of genomes. RESULTS: We describe PRAWNS, an efficient and scalable tool for multiple-genome analysis. PRAWNS defines a concise set of genomic features (metablocks), as well as pairwise relationships between them, which can be used as a basis for large-scale genotype–phenotype association studies. We demonstrate the effectiveness of PRAWNS by identifying genomic regions associated with antibiotic resistance in Acinetobacter baumannii. AVAILABILITY AND IMPLEMENTATION: PRAWNS is implemented in C++ and Python3, licensed under the GPLv3 license, and freely downloadable from GitHub (https://github.com/KiranJavkar/PRAWNS.git). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-98253222023-01-10 PRAWNS: compact pan-genomic features for whole-genome population genomics Javkar, Kiran Rand, Hugh Strain, Errol Pop, Mihai Bioinformatics Original Paper MOTIVATION: Scientists seeking to understand the genomic basis of bacterial phenotypes, such as antibiotic resistance, today have access to an unprecedented number of complete and nearly complete genomes. Making sense of these data requires computational tools able to perform multiple-genome comparisons efficiently, yet currently available tools cannot scale beyond several tens of genomes. RESULTS: We describe PRAWNS, an efficient and scalable tool for multiple-genome analysis. PRAWNS defines a concise set of genomic features (metablocks), as well as pairwise relationships between them, which can be used as a basis for large-scale genotype–phenotype association studies. We demonstrate the effectiveness of PRAWNS by identifying genomic regions associated with antibiotic resistance in Acinetobacter baumannii. AVAILABILITY AND IMPLEMENTATION: PRAWNS is implemented in C++ and Python3, licensed under the GPLv3 license, and freely downloadable from GitHub (https://github.com/KiranJavkar/PRAWNS.git). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2022-12-29 /pmc/articles/PMC9825322/ /pubmed/36579850 http://dx.doi.org/10.1093/bioinformatics/btac844 Text en © The Author(s) 2022. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Paper
Javkar, Kiran
Rand, Hugh
Strain, Errol
Pop, Mihai
PRAWNS: compact pan-genomic features for whole-genome population genomics
title PRAWNS: compact pan-genomic features for whole-genome population genomics
title_full PRAWNS: compact pan-genomic features for whole-genome population genomics
title_fullStr PRAWNS: compact pan-genomic features for whole-genome population genomics
title_full_unstemmed PRAWNS: compact pan-genomic features for whole-genome population genomics
title_short PRAWNS: compact pan-genomic features for whole-genome population genomics
title_sort prawns: compact pan-genomic features for whole-genome population genomics
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825322/
https://www.ncbi.nlm.nih.gov/pubmed/36579850
http://dx.doi.org/10.1093/bioinformatics/btac844
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