Enzymatic synthesis of cello-oligosaccharides by rice BGlu1 β-glucosidase glycosynthase mutants
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Bibliographic record
Abstract
Rice BGlu1 beta-glucosidase is a glycosyl hydrolase family 1 enzyme that acts as an exoglucanase on beta-(1,4)- and short beta-(1,3)-linked gluco-oligosaccharides. Mutations of BGlu1 beta-glucosidase at glutamate residue 414 of its natural precursor destroyed the enzyme's catalytic activity, but the enzyme could be rescued in the presence of the anionic nucleophiles such as formate and azide, which verifies that this residue is the catalytic nucleophile. The catalytic activities of three candidate mutants, E414G, E414S, and E414A, in the presence of the nucleophiles were compared. The E414G mutant had approximately 25- and 1400-fold higher catalytic efficiency than E414A and E414S, respectively. All three mutants could catalyze the synthesis of mixed length oligosaccharides by transglucosylation, when alpha-glucosyl fluoride was used as donor and pNP-cellobioside as acceptor. The E414G mutant gave the fastest transglucosylation rate, which was approximately 3- and 19-fold faster than that of E414S and E414A, respectively, and gave yields of up to 70-80% insoluble products with a donor-acceptor ratio of 5:1. (13)C-NMR, methylation analysis, and electrospray ionization-mass spectrometry showed that the insoluble products were beta-(1,4)-linked oligomers with a degree of polymerization of 5 to at least 11. The BGlu1 E414G glycosynthase was found to prefer longer chain length oligosaccharides that occupy at least three sugar residue-binding subsites as acceptors for productive transglucosylation. This is the first report of a beta-glucansynthase derived from an exoglycosidase that can produce long-chain cello-oligosaccharides, which likely reflects the extended oligosaccharide-binding site of rice BGlu1 beta-glucosidase.
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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 it