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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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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. |
format | Online Article Text |
id | pubmed-9825322 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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