Molecular basis of bile-salt- and iron-induced enterohaemorrhagic E. coli resistance to cationic antimicrobial peptides
Bibliographic record
Abstract
Colonization of the gastrointestinal tract by enterohaemorrhagic Escherichia coli (EHEC) is critically dependent on its ability to sense and respond to various microenvironments within the host. EHEC exposure to physiologically relevant levels of bile salts upregulates the two-component system, pmrAB, and the arnBCADTEF operon, resulting in lipopolysaccharide modification and increased resistance to the cationic antimicrobial peptide, polymyxin B (PMB). A similar pmrAB- and arn -dependent PMB resistance has been observed in Salmonella enterica in the presence of ferric iron. Limiting magnesium levels and mild acid can also induce Salmonella resistance to PMB through another two-component system, PhoPQ and the connector protein, PmrD. This study aims to evaluate the relative contributions of a bile-salt mix (BSM), iron, limiting magnesium as well as the roles of pmrAB, phoPQ and pmrD to EHEC’s resistance to PMB. Killing assays show that EHEC treatment with the BSM or iron under excess magnesium and neutral pH conditions induces a pmrAB -dependent, phoP -independent PMB resistance. By contrast, exposure to limiting magnesium triggers a pmrB-, phoP- and pmrD- dependent PMB resistance. The iron-induced PMB resistance is independent of phoP and pmrD under limiting magnesium conditions while the bile-salt-induced PMB resistance is independent of pmrD only under non-PhoP-inducing conditions. GFP- pmrD transcriptional reporter studies reveal that the limiting magnesium enhances pmrD expression, which is repressed upon additional exposure to either BSM or iron. Our results also show that exposure to mild acid enhances PMB resistance in a pmrD- independent manner and GFP reporter results confirm minimal expression of pmrD at this pH regardless of the magnesium level. This study provides novel insights into how EHEC differentially employs PmrAB, PhoPQ and PmrD to monitor and respond to bile salts, iron, acidic pH and magnesium typically encountered within the gastrointestinal tract in order to modulate its survival against cationic antimicrobial peptides.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".