Tautomerization in the UDP-Galactopyranose Mutase Mechanism: A DFT-Cluster and QM/MM Investigation
Bibliographic record
Abstract
UDP-galactopyranose mutase (UGM) is a key flavoenzyme involved in cell wall biosynthesis of a variety of pathogenic bacteria and hence, integral to their survival. It catalyzes the interconversion of UDP-galactopyranose (UDP-Galp) and UDP-galactofuranose (UDP-Galf); interconversion of the galactose moieties six- and five-membered ring forms. We have synergistically applied both density functional theory (DFT)-cluster and ONIOM quantum mechanics/molecular mechanics (QM/MM) hybrid calculations to elucidate the mechanism of this important enzyme and to provide insight into its uncommon mechanism. It is shown that the flavin must initially be in its fully reduced form. Furthermore, it requires an N5(FAD)-H proton, which, through a series of tautomerizations, is transferred onto the ring oxygen of the substrate's Galp moiety to facilitate ring-opening with concomitant Schiff base formation. Conversely, Galf formation is achieved via a series of tautomerizations involving proton transfer from the galactose's -O4(Gal)H group ultimately onto the flavin's N5(FAD) center. With the DFT-cluster model, the overall rate-limiting step with a barrier of 120.0 kJ mol(-1) is the interconversion of two Galf-flavin tautomers: one containing a C4(FAD)-OH group and the other a tetrahedral protonated-N5(FAD) center. In contrast, in the QM/MM model a considerably more extensive chemical model was used that included all of the residues surrounding the active site, and modeled both their steric and electrostatic effects. In this approach, the overall rate-limiting step with a barrier of 99.2 kJ mol(-1) occurs during conformational rearrangement of the Schiff base linear galactose-flavin complex. This appears due to the lack of suitable functional groups to facilitate the rearrangement.
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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 | 0.001 | 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".