Acyl Histidines: New N‐Acyl Amides from <i>Legionella pneumophila</i>
Bibliographic record
Abstract
Legionella pneumophila, the causative agent of Legionnaires' disease, is a Gram-negative gammaproteobacterial pathogen that infects and intracellularly replicates in human macrophages and a variety of protozoa. L. pneumophila encodes an orphan biosynthetic gene cluster (BGC) that contains isocyanide-associated biosynthetic genes and is upregulated during infection. Because isocyanide-functionalized metabolites are known to harbor invertebrate innate immunosuppressive activities in bacterial pathogen-insect interactions, we used pathway-targeted molecular networking and tetrazine-based chemoseletive ligation chemistry to characterize the metabolites from the orphan pathway in L. pneumophila. We also assessed their intracellular growth contributions in an amoeba and in murine bone-marrow-derived macrophages. Unexpectedly, two distinct groups of aromatic amino acid-derived metabolites were identified from the pathway, including a known tyrosine-derived isocyanide and a family of new N-acyl-l-histidine metabolites.
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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 | 0.001 | 0.001 |
| 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".