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STAR Protocols 2024 2024-07

Protocol to use protein language models predicting and following experimental validation of function-enhancing variants of thymine-N-glycosylase

Published in STAR Protocols, 2024

Protocol for PLM-guided TDG optimization with zero-shot prediction and experimental validation.

This protocol describes steps for optimizing thymine-DNA-glycosylase (TDG) using protein language models, including zero-shot enzyme optimization, construction of plasmids, double plasmid transfection, and high-throughput sequencing and data analysis. It holds promise for streamlining the engineering of gene editing tools while minimizing experimental workload. For complete details, see He et al., Molecular Cell 2024.

Citation

Y He, X Zhou, F Yuan, X Chang. (2024). "Protocol to use protein language models predicting and following experimental validation of function-enhancing variants of thymine-N-glycosylase." STAR Protocols 5(3), 103188.