Application of Directed Evolution and Machine Learning to Enhance the Diastereoselectivity of Ketoreductase for Dihydrotetrabenazine Synthesis.

Biocatalysis is an effective approach for producing chiral drug intermediates that are often difficult to synthesize using traditional chemical methods. A time-efficient strategy is required to accelerate the directed evolution process to achieve the desired enzyme function. In this research, we evaluated machine learning-assisted directed evolution as a potential approach for enzyme engineering, using a moderately diastereoselective ketoreductase library as a model system.

Asymmetric Synthesis of β-Hydroxyphosphonates via a Chemoenzymatic Cascade.

Chiral β-hydroxyphosphonates are essential building blocks for organophosphorus compounds. However, the asymmetric synthesis of these units remains a significant challenge. Herein, we describe a one-pot chemoenzymatic cascade process to access chiral β-hydroxyphosphonates, which combines photo-oxidative chemical reactions and bioreductions.

Structural characterization and hepatoprotective effects of polysaccharides from Anoectochilus zhejiangensis.

Two new polysaccharides, AZP-1a and AZP-1d, with molecular weights of 3.41 × 10 and 4568 Da, respectively, were extracted from Anoectochilus zhejiangensis and purified by column chromatography. Their structural characteristics were systematically explored and results indicated AZP-1a and AZP-1d shared a similar backbone consisted of→4)-Galp-(1→, →4)-Glcp-(1→, and →4,6)-Glcp-(1→, with a different terminal residue of Manp-(1 → and Glcp-(1→, respectively.