N-alkyl substituted armeniaspirol analogs show potent antibiotic activity and have low susceptibility to resistance
Bibliographic record
Abstract
• Eleven N -alkyl armenialspirol analogs were synthesized successful. • Analogs potently inhibited growth of multiple MRSA strains. • Four electron rich N -benyzl analogs rearranged to form a new polycyclic core. • Resistance MRSA strains could not be generated from potent new compounds. The armeniaspirol family of antibiotics have been shown to inhibit the ATP-dependent proteases ClpXP and ClpYQ and to disrupt the electrical membrane potential (ΔΨ) bacterial proton motive force. The synthesis and characterization of first generation armeniaspirol analogs shows the N -alkyl group is amenable to modification. Herein we synthesize eleven second generation N -alkyl analogs and show they display excellent antibiotic potency against multiple MRSA strains and retain the ability to disrupt membrane electrical potential. We also show that it is difficult to generate resistant MRSA mutants to these new compounds, making them appealing leads for new antibiotic development.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".