Analysis of Pseudomonas aeruginosa transcription in an ex vivo cystic fibrosis sputum model identifies metal restriction as a gene expression stimulus
Neff, S. L.; Doing, G.; Reiter, T. E.; Hampton, T. H.; Greene, C. S.; Hogan, D. A.
Show abstract
Chronic Pseudomonas aeruginosa lung infections are a distinctive feature of cystic fibrosis (CF) pathology, that challenge adults with CF even with the advent of highly effective modulator therapies. Characterizing P. aeruginosa transcription in the CF lung and identifying factors that drive gene expression could yield novel strategies to eradicate infection or otherwise improve outcomes. To complement published P. aeruginosa gene expression studies in laboratory culture models designed to model the CF lung environment, we employed an ex vivo sputum model in which laboratory strain PAO1 was incubated in sputum from different CF donors. As part of the analysis, we compared PAO1 gene expression in this "spike-in" sputum model to that for P. aeruginosa grown in artificial sputum medium (ASM). Analyses focused on genes that were differentially expressed between sputum and ASM and genes that were most highly expressed in sputum. We present a new approach that used sets of genes with correlated expression, identified by the gene expression analysis tool eADAGE, to analyze the differential activity of pathways in P. aeruginosa grown in CF sputum from different individuals. A key characteristic of P. aeruginosa grown in expectorated CF sputum was related to zinc and iron acquisition, but this signal varied by donor sputum. In addition, a significant correlation between P. aeruginosa expression of the H1-type VI secretion system and corrector use by the sputum donor was observed. These methods may be broadly useful in looking for variable signals across clinical samples. ImportanceIdentifying the gene expression programs used by Pseudomonas aeruginosa to colonize the lungs of people with cystic fibrosis (CF) will illuminate new therapeutic strategies. To capture these transcriptional programs, we cultured the common P. aeruginosa laboratory strain PAO1 in expectorated sputum from CF patient donors. Through bioinformatics analysis, we defined sets of genes that are more transcriptionally active in real CF sputum compared to artificial sputum media (ASM). Many of the most differentially active gene sets contained genes related to metal acquisition, suggesting that these gene sets play an active role in scavenging for metals in the CF lung environment which is inadequately represented in ASM. Future studies of P. aeruginosa transcription in CF may benefit from the use of an expectorated sputum model or modified forms of ASM supplemented with metals.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Pseudomonas aeruginosa promotes persistence of Stenotrophomonas maltophilia via increased adherence to depolarized respiratory epithelium 94%
- The human innate immune protein calprotectin elicits a multi-metal starvation response in Pseudomonas aeruginosa 93%
- Genetic determinants of intrinsic antibiotic tolerance in Mycobacterium avium 93%
Similar papers in this journal
- The small RNA ErsA plays a role in the regulatory network of Pseudomonas aeruginosa pathogenicity in airways infection 95%
- Temperature Influences Commensal-Pathogen Dynamics in a Nasal Epithelial Cell Co-culture Model 93%
- Pseudomonas aeruginosa kills Staphylococcus aureus in a polyphosphate-dependent manner 93%
Similar papers in this journal
- Rocket-miR, a Translational Launchpad for miRNA-based Antimicrobial Drug Development 94%
- Genetic and transcriptomic characteristics of RhlR-dependent quorum sensing in cystic fibrosis isolates of Pseudomonas aeruginosa 94%
- Cross-feeding interactions between Fusobacterium nucleatum and the glycan forager Segatella oris 93%
Similar papers in this journal
- Calprotectin-mediated zinc chelation inhibits Pseudomonas aeruginosa protease activity in cystic fibrosis sputum 97%
- Exogenous alginate protects Staphylococcus aureus from killing by Pseudomonas aeruginosa 94%
- Staphylococcus aureus overcomes anaerobe-derived short-chain fatty acid stress via FadX and the CodY regulon 93%
Similar papers in this journal
- Heterogenous susceptibility to R-pyocin killing in populations of Pseudomonas aeruginosa sourced from cystic fibrosis lungs 95%
- NirA is an alternative nitrite reductase from Pseudomonas aeruginosa with potential as an anti-virulence target 94%
- Secondary metabolites produced during Aspergillus fumigatus and Pseudomonas aeruginosa biofilm formation 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.