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Flanker: a tool for comparative genomics of gene flanking regions

Analysing the flanking sequences surrounding genes of interest is often highly relevant to understanding the role of mobile genetic elements (MGEs) in horizontal gene transfer, particular for antimicrobial-resistance genes. Here, we present Flanker, a Python package that performs alignment-free clus...

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Autores principales: Matlock, William, Lipworth, Samuel, Constantinides, Bede, Peto, Timothy E. A., Walker, A. Sarah, Crook, Derrick, Hopkins, Susan, Shaw, Liam P., Stoesser, Nicole
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Microbiology Society 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8715433/
https://www.ncbi.nlm.nih.gov/pubmed/34559044
http://dx.doi.org/10.1099/mgen.0.000634
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author Matlock, William
Lipworth, Samuel
Constantinides, Bede
Peto, Timothy E. A.
Walker, A. Sarah
Crook, Derrick
Hopkins, Susan
Shaw, Liam P.
Stoesser, Nicole
author_facet Matlock, William
Lipworth, Samuel
Constantinides, Bede
Peto, Timothy E. A.
Walker, A. Sarah
Crook, Derrick
Hopkins, Susan
Shaw, Liam P.
Stoesser, Nicole
author_sort Matlock, William
collection PubMed
description Analysing the flanking sequences surrounding genes of interest is often highly relevant to understanding the role of mobile genetic elements (MGEs) in horizontal gene transfer, particular for antimicrobial-resistance genes. Here, we present Flanker, a Python package that performs alignment-free clustering of gene flanking sequences in a consistent format, allowing investigation of MGEs without prior knowledge of their structure. These clusters, known as ‘flank patterns’ (FPs), are based on Mash distances, allowing for easy comparison of similarity across sequences. Additionally, Flanker can be flexibly parameterized to fine-tune outputs by characterizing upstream and downstream regions separately, and investigating variable lengths of flanking sequence. We apply Flanker to two recent datasets describing plasmid-associated carriage of important carbapenemase genes (bla (OXA-48) and bla (KPC-2/3)) and show that it successfully identifies distinct clusters of FPs, including both known and previously uncharacterized structural variants. For example, Flanker identified four Tn4401 profiles that could not be sufficiently characterized using TETyper or MobileElementFinder, demonstrating the utility of Flanker for flanking-gene characterization. Similarly, using a large (n=226) European isolate dataset, we confirm findings from a previous smaller study demonstrating association between Tn1999.2 and bla (OXA-48) upregulation and demonstrate 17 FPs (compared to the 5 previously identified). More generally, the demonstration in this study that FPs are associated with geographical regions and antibiotic-susceptibility phenotypes suggests that they may be useful as epidemiological markers. Flanker is freely available under an MIT license at https://github.com/wtmatlock/flanker.
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spelling pubmed-87154332021-12-29 Flanker: a tool for comparative genomics of gene flanking regions Matlock, William Lipworth, Samuel Constantinides, Bede Peto, Timothy E. A. Walker, A. Sarah Crook, Derrick Hopkins, Susan Shaw, Liam P. Stoesser, Nicole Microb Genom Short Communications Analysing the flanking sequences surrounding genes of interest is often highly relevant to understanding the role of mobile genetic elements (MGEs) in horizontal gene transfer, particular for antimicrobial-resistance genes. Here, we present Flanker, a Python package that performs alignment-free clustering of gene flanking sequences in a consistent format, allowing investigation of MGEs without prior knowledge of their structure. These clusters, known as ‘flank patterns’ (FPs), are based on Mash distances, allowing for easy comparison of similarity across sequences. Additionally, Flanker can be flexibly parameterized to fine-tune outputs by characterizing upstream and downstream regions separately, and investigating variable lengths of flanking sequence. We apply Flanker to two recent datasets describing plasmid-associated carriage of important carbapenemase genes (bla (OXA-48) and bla (KPC-2/3)) and show that it successfully identifies distinct clusters of FPs, including both known and previously uncharacterized structural variants. For example, Flanker identified four Tn4401 profiles that could not be sufficiently characterized using TETyper or MobileElementFinder, demonstrating the utility of Flanker for flanking-gene characterization. Similarly, using a large (n=226) European isolate dataset, we confirm findings from a previous smaller study demonstrating association between Tn1999.2 and bla (OXA-48) upregulation and demonstrate 17 FPs (compared to the 5 previously identified). More generally, the demonstration in this study that FPs are associated with geographical regions and antibiotic-susceptibility phenotypes suggests that they may be useful as epidemiological markers. Flanker is freely available under an MIT license at https://github.com/wtmatlock/flanker. Microbiology Society 2021-09-24 /pmc/articles/PMC8715433/ /pubmed/34559044 http://dx.doi.org/10.1099/mgen.0.000634 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License. This article was made open access via a Publish and Read agreement between the Microbiology Society and the corresponding author’s institution.
spellingShingle Short Communications
Matlock, William
Lipworth, Samuel
Constantinides, Bede
Peto, Timothy E. A.
Walker, A. Sarah
Crook, Derrick
Hopkins, Susan
Shaw, Liam P.
Stoesser, Nicole
Flanker: a tool for comparative genomics of gene flanking regions
title Flanker: a tool for comparative genomics of gene flanking regions
title_full Flanker: a tool for comparative genomics of gene flanking regions
title_fullStr Flanker: a tool for comparative genomics of gene flanking regions
title_full_unstemmed Flanker: a tool for comparative genomics of gene flanking regions
title_short Flanker: a tool for comparative genomics of gene flanking regions
title_sort flanker: a tool for comparative genomics of gene flanking regions
topic Short Communications
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8715433/
https://www.ncbi.nlm.nih.gov/pubmed/34559044
http://dx.doi.org/10.1099/mgen.0.000634
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