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Pandora: nucleotide-resolution bacterial pan-genomics with reference graphs

We present pandora, a novel pan-genome graph structure and algorithms for identifying variants across the full bacterial pan-genome. As much bacterial adaptability hinges on the accessory genome, methods which analyze SNPs in just the core genome have unsatisfactory limitations. Pandora approximates...

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Autores principales: Colquhoun, Rachel M., Hall, Michael B., Lima, Leandro, Roberts, Leah W., Malone, Kerri M., Hunt, Martin, Letcher, Brice, Hawkey, Jane, George, Sophie, Pankhurst, Louise, Iqbal, Zamin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8442373/
https://www.ncbi.nlm.nih.gov/pubmed/34521456
http://dx.doi.org/10.1186/s13059-021-02473-1
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author Colquhoun, Rachel M.
Hall, Michael B.
Lima, Leandro
Roberts, Leah W.
Malone, Kerri M.
Hunt, Martin
Letcher, Brice
Hawkey, Jane
George, Sophie
Pankhurst, Louise
Iqbal, Zamin
author_facet Colquhoun, Rachel M.
Hall, Michael B.
Lima, Leandro
Roberts, Leah W.
Malone, Kerri M.
Hunt, Martin
Letcher, Brice
Hawkey, Jane
George, Sophie
Pankhurst, Louise
Iqbal, Zamin
author_sort Colquhoun, Rachel M.
collection PubMed
description We present pandora, a novel pan-genome graph structure and algorithms for identifying variants across the full bacterial pan-genome. As much bacterial adaptability hinges on the accessory genome, methods which analyze SNPs in just the core genome have unsatisfactory limitations. Pandora approximates a sequenced genome as a recombinant of references, detects novel variation and pan-genotypes multiple samples. Using a reference graph of 578 Escherichia coli genomes, we compare 20 diverse isolates. Pandora recovers more rare SNPs than single-reference-based tools, is significantly better than picking the closest RefSeq reference, and provides a stable framework for analyzing diverse samples without reference bias. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-021-02473-1.
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spelling pubmed-84423732021-09-15 Pandora: nucleotide-resolution bacterial pan-genomics with reference graphs Colquhoun, Rachel M. Hall, Michael B. Lima, Leandro Roberts, Leah W. Malone, Kerri M. Hunt, Martin Letcher, Brice Hawkey, Jane George, Sophie Pankhurst, Louise Iqbal, Zamin Genome Biol Method We present pandora, a novel pan-genome graph structure and algorithms for identifying variants across the full bacterial pan-genome. As much bacterial adaptability hinges on the accessory genome, methods which analyze SNPs in just the core genome have unsatisfactory limitations. Pandora approximates a sequenced genome as a recombinant of references, detects novel variation and pan-genotypes multiple samples. Using a reference graph of 578 Escherichia coli genomes, we compare 20 diverse isolates. Pandora recovers more rare SNPs than single-reference-based tools, is significantly better than picking the closest RefSeq reference, and provides a stable framework for analyzing diverse samples without reference bias. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-021-02473-1. BioMed Central 2021-09-14 /pmc/articles/PMC8442373/ /pubmed/34521456 http://dx.doi.org/10.1186/s13059-021-02473-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Method
Colquhoun, Rachel M.
Hall, Michael B.
Lima, Leandro
Roberts, Leah W.
Malone, Kerri M.
Hunt, Martin
Letcher, Brice
Hawkey, Jane
George, Sophie
Pankhurst, Louise
Iqbal, Zamin
Pandora: nucleotide-resolution bacterial pan-genomics with reference graphs
title Pandora: nucleotide-resolution bacterial pan-genomics with reference graphs
title_full Pandora: nucleotide-resolution bacterial pan-genomics with reference graphs
title_fullStr Pandora: nucleotide-resolution bacterial pan-genomics with reference graphs
title_full_unstemmed Pandora: nucleotide-resolution bacterial pan-genomics with reference graphs
title_short Pandora: nucleotide-resolution bacterial pan-genomics with reference graphs
title_sort pandora: nucleotide-resolution bacterial pan-genomics with reference graphs
topic Method
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8442373/
https://www.ncbi.nlm.nih.gov/pubmed/34521456
http://dx.doi.org/10.1186/s13059-021-02473-1
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