Structure-Activity Relationships of Diastereomeric Lysine Ring Size Analogs of the Antimicrobial Peptide Gramicidin S
Bibliographic record
Abstract
Structure-activity relationships were examined in seven gramicidin S analogs in which the ring-expanded analog GS14 [cyclo-(VKLKVdYPLKVKLdYP)] is modified by enantiomeric inversions of its lysine residues. The conformation, amphiphilicity, and self-association propensity of these peptides were investigated by circular dichroism spectroscopy and reversed phase high performance liquid chromatography. (31)P nuclear magnetic resonance spectroscopic and dye leakage experiments were performed to evaluate the capacity of these peptides to induce inverse nonlamellar phases in, and to permeabilize phospholipid bilayers; their growth inhibitory activity against the cell wall-less mollicute Acholeplasma laidlawii B was also examined. The amount and stability of beta-sheet structure, effective hydrophobicity, propensity for self-association in water, ability to disrupt the organization of phospholipid bilayers, and ability to inhibit A. laidlawii B growth are strongly correlated with the facial amphiphilicity of these GS14 analogs. Also, the magnitude of the parameters segregate these peptides into three groups, consisting of GS14, the four single inversion analogs, and the two multiple inversion analogs. The capacity of these peptides to differentiate between bacterial and animal cell membranes exhibits a biphasic relationship with peptide amphiphilicity, suggesting that there may only be a narrow range of peptide amphiphilicity within which it is possible to achieve the dual therapeutic requirements of high antibiotic effectiveness and low hemolytic activity. These results were rationalized by considering how the physiochemical properties of these GS14 analogs are likely to be reflected in their partitioning into lipid bilayer membranes.
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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) | 0.001 | 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".