New Approaches to Enzymatic Oligosaccharide Synthesis: Glycosynthases and Thioglycoligases
Bibliographic record
Abstract
An overview of the applications of engineered glycosynthases and thioglycoligases for the enzymatic synthesis of O- and S-glycosidic linkages in oligosaccharides is presented. Glycosynthases lack the catalytic nucleophile of retaining glycosidases and use glycosyl fluorides with inverted anomeric stereochemistry as glycosyl donors. To date, nine enzymes from seven different glycosyl hydrolase families have been engineered to perform the glycosynthase reaction. Thioglycoligases lack the catalytic acid/base residue of retaining glycosidases and use dinitrophenyl glycosides as donors and deoxy-thiosugars as acceptors. The regioselectivity of the transglycosylation reaction is entirely controlled by the position of the thiol in the acceptor. To date, two retaining exo glycosidases and one endo glycanase, all from different glycosyl hydrolase families, have been engineered in this fashion.
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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 | 0.000 | 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".