On the role of lysine in the active site Ser-X-X-Lys region of penicillin-recognizing enzymes
Bibliographic record
Abstract
Using Autodock, docking of penicillin G to the crystal structures of penicillin-recognizing enzymes leads to an alignment in the active site Ser-X-X-Lys region consisting of the serine hydroxyl group, the terminal amino group of lysine, a second hydroxyl group, and the N–C=O of the β-lactam. This alignment is consistent with the notion that acylation of the serine hydroxyl group proceeds by a one-step cooperative mechanism in which C–O bond formation and proton transfer to the β-lactam nitrogen take place through a heteroatom bridge. For the cooperative ring opening of penam by two molecules of methanol and one molecule of methylamine or one molecule of water, density functional theory with the B3LYP DFT gradient-corrected functional and the 6–31G(d) basis set reproduces the alignment seen in the docked structures. Methylamine lowers the barrier calculated at MP2/6–31G(d) from the DFT-optimized geometries by 3 kcal/mol; water increases the barrier by 4 kcal/mol. The function of the conserved lysine in the active sites of penicillin-recognizing enzymes is therefore to catalyze the formation of an acyl enzyme by a cooperative mechanism.
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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 | 0.001 |
| 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 | 0.001 |
| 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".