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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Hsin-Ying Tsai

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Sep 2026

KRstereo: Predicting β-Hydroxy Stereochemistry in Polyketides Using Protein Language Models

Polyketides are a major class of bioactive natural products whose activities are often determined by the stereochemistry of β-hydroxyl groups. In type I polyketide synthases (PKSs), ketoreductase (KR) domains establish these stereocenters, making accurate prediction of KR stereochemistry important for natural product...

Hsin-Ying Tsai, Wen-Qiang Xu, Wen-Jun Xie et al. · 0 citations
Open access Sep 2026

Biosynthetic origin of anticancer dolastatin 15 reveals a noncanonical NRPS architecture enabling 2-keto acid activation.

Elucidating the biological origins and biosynthetic pathways of marine natural products remains a major challenge, particularly for compounds derived from microbial consortia. Here, we identify the marine cyanobacterial genus Dapis as the source of the potent anticancer natural product dolastatin 15 using genome-resolv...

Man-Yun Chen, Jie Liu, Hsin-Ying Tsai et al. · 0 citations

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