Cargando…

Compendium-Wide Analysis of Pseudomonas aeruginosa Core and Accessory Genes Reveals Transcriptional Patterns across Strains PAO1 and PA14

Pseudomonas aeruginosa is an opportunistic pathogen that causes difficult-to-treat infections. Two well-studied divergent P. aeruginosa strain types, PAO1 and PA14, have significant genomic heterogeneity, including diverse accessory genes present in only some strains. Genome content comparisons find...

Descripción completa

Detalles Bibliográficos
Autores principales: Lee, Alexandra J., Doing, Georgia, Neff, Samuel L., Reiter, Taylor, Hogan, Deborah A., Greene, Casey S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9948736/
https://www.ncbi.nlm.nih.gov/pubmed/36541762
http://dx.doi.org/10.1128/msystems.00342-22
_version_ 1784892841551462400
author Lee, Alexandra J.
Doing, Georgia
Neff, Samuel L.
Reiter, Taylor
Hogan, Deborah A.
Greene, Casey S.
author_facet Lee, Alexandra J.
Doing, Georgia
Neff, Samuel L.
Reiter, Taylor
Hogan, Deborah A.
Greene, Casey S.
author_sort Lee, Alexandra J.
collection PubMed
description Pseudomonas aeruginosa is an opportunistic pathogen that causes difficult-to-treat infections. Two well-studied divergent P. aeruginosa strain types, PAO1 and PA14, have significant genomic heterogeneity, including diverse accessory genes present in only some strains. Genome content comparisons find core genes that are conserved across both PAO1 and PA14 strains and accessory genes that are present in only a subset of PAO1 and PA14 strains. Here, we use recently assembled transcriptome compendia of publicly available P. aeruginosa RNA sequencing (RNA-seq) samples to create two smaller compendia consisting of only strain PAO1 or strain PA14 samples with each aligned to their cognate reference genome. We confirmed strain annotations and identified other samples for inclusion by assessing each sample’s median expression of PAO1-only or PA14-only accessory genes. We then compared the patterns of core gene expression in each strain. To do so, we developed a method by which we analyzed genes in terms of which genes showed similar expression patterns across strain types. We found that some core genes had consistent correlated expression patterns across both compendia, while others were less stable in an interstrain comparison. For each accessory gene, we also determined core genes with correlated expression patterns. We found that stable core genes had fewer coexpressed neighbors that were accessory genes. Overall, this approach for analyzing expression patterns across strain types can be extended to other groups of genes, like phage genes, or applied for analyzing patterns beyond groups of strains, such as samples with different traits, to reveal a deeper understanding of regulation. IMPORTANCE Pseudomonas aeruginosa is a ubiquitous pathogen. There is much diversity among P. aeruginosa strains, including two divergent but well-studied strains, PAO1 and PA14. Understanding how these different strain-level traits manifest is important for identifying targets that regulate different traits of interest. With the availability of thousands of PAO1 and PA14 samples, we created two strain-specific RNA-seq compendia where each one contains hundreds of samples from PAO1 or PA14 strains and used them to compare the expression patterns of core genes that are conserved in both strain types and to determine which core genes have expression patterns that are similar to those of accessory genes that are unique to one strain or the other using an approach that we developed. We found a subset of core genes with different transcriptional patterns across PAO1 and PA14 strains and identified those core genes with expression patterns similar to those of strain-specific accessory genes.
format Online
Article
Text
id pubmed-9948736
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher American Society for Microbiology
record_format MEDLINE/PubMed
spelling pubmed-99487362023-02-24 Compendium-Wide Analysis of Pseudomonas aeruginosa Core and Accessory Genes Reveals Transcriptional Patterns across Strains PAO1 and PA14 Lee, Alexandra J. Doing, Georgia Neff, Samuel L. Reiter, Taylor Hogan, Deborah A. Greene, Casey S. mSystems Research Article Pseudomonas aeruginosa is an opportunistic pathogen that causes difficult-to-treat infections. Two well-studied divergent P. aeruginosa strain types, PAO1 and PA14, have significant genomic heterogeneity, including diverse accessory genes present in only some strains. Genome content comparisons find core genes that are conserved across both PAO1 and PA14 strains and accessory genes that are present in only a subset of PAO1 and PA14 strains. Here, we use recently assembled transcriptome compendia of publicly available P. aeruginosa RNA sequencing (RNA-seq) samples to create two smaller compendia consisting of only strain PAO1 or strain PA14 samples with each aligned to their cognate reference genome. We confirmed strain annotations and identified other samples for inclusion by assessing each sample’s median expression of PAO1-only or PA14-only accessory genes. We then compared the patterns of core gene expression in each strain. To do so, we developed a method by which we analyzed genes in terms of which genes showed similar expression patterns across strain types. We found that some core genes had consistent correlated expression patterns across both compendia, while others were less stable in an interstrain comparison. For each accessory gene, we also determined core genes with correlated expression patterns. We found that stable core genes had fewer coexpressed neighbors that were accessory genes. Overall, this approach for analyzing expression patterns across strain types can be extended to other groups of genes, like phage genes, or applied for analyzing patterns beyond groups of strains, such as samples with different traits, to reveal a deeper understanding of regulation. IMPORTANCE Pseudomonas aeruginosa is a ubiquitous pathogen. There is much diversity among P. aeruginosa strains, including two divergent but well-studied strains, PAO1 and PA14. Understanding how these different strain-level traits manifest is important for identifying targets that regulate different traits of interest. With the availability of thousands of PAO1 and PA14 samples, we created two strain-specific RNA-seq compendia where each one contains hundreds of samples from PAO1 or PA14 strains and used them to compare the expression patterns of core genes that are conserved in both strain types and to determine which core genes have expression patterns that are similar to those of accessory genes that are unique to one strain or the other using an approach that we developed. We found a subset of core genes with different transcriptional patterns across PAO1 and PA14 strains and identified those core genes with expression patterns similar to those of strain-specific accessory genes. American Society for Microbiology 2022-12-21 /pmc/articles/PMC9948736/ /pubmed/36541762 http://dx.doi.org/10.1128/msystems.00342-22 Text en Copyright © 2022 Lee et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Lee, Alexandra J.
Doing, Georgia
Neff, Samuel L.
Reiter, Taylor
Hogan, Deborah A.
Greene, Casey S.
Compendium-Wide Analysis of Pseudomonas aeruginosa Core and Accessory Genes Reveals Transcriptional Patterns across Strains PAO1 and PA14
title Compendium-Wide Analysis of Pseudomonas aeruginosa Core and Accessory Genes Reveals Transcriptional Patterns across Strains PAO1 and PA14
title_full Compendium-Wide Analysis of Pseudomonas aeruginosa Core and Accessory Genes Reveals Transcriptional Patterns across Strains PAO1 and PA14
title_fullStr Compendium-Wide Analysis of Pseudomonas aeruginosa Core and Accessory Genes Reveals Transcriptional Patterns across Strains PAO1 and PA14
title_full_unstemmed Compendium-Wide Analysis of Pseudomonas aeruginosa Core and Accessory Genes Reveals Transcriptional Patterns across Strains PAO1 and PA14
title_short Compendium-Wide Analysis of Pseudomonas aeruginosa Core and Accessory Genes Reveals Transcriptional Patterns across Strains PAO1 and PA14
title_sort compendium-wide analysis of pseudomonas aeruginosa core and accessory genes reveals transcriptional patterns across strains pao1 and pa14
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9948736/
https://www.ncbi.nlm.nih.gov/pubmed/36541762
http://dx.doi.org/10.1128/msystems.00342-22
work_keys_str_mv AT leealexandraj compendiumwideanalysisofpseudomonasaeruginosacoreandaccessorygenesrevealstranscriptionalpatternsacrossstrainspao1andpa14
AT doinggeorgia compendiumwideanalysisofpseudomonasaeruginosacoreandaccessorygenesrevealstranscriptionalpatternsacrossstrainspao1andpa14
AT neffsamuell compendiumwideanalysisofpseudomonasaeruginosacoreandaccessorygenesrevealstranscriptionalpatternsacrossstrainspao1andpa14
AT reitertaylor compendiumwideanalysisofpseudomonasaeruginosacoreandaccessorygenesrevealstranscriptionalpatternsacrossstrainspao1andpa14
AT hogandeboraha compendiumwideanalysisofpseudomonasaeruginosacoreandaccessorygenesrevealstranscriptionalpatternsacrossstrainspao1andpa14
AT greenecaseys compendiumwideanalysisofpseudomonasaeruginosacoreandaccessorygenesrevealstranscriptionalpatternsacrossstrainspao1andpa14