The data uploaded in this study were obtained from an interventional experiment in which non-alcoholic fatty liver disease (NAFLD) model mice were treated with either the original or adapted bacterial strains, followed by fecal sample collection and targeted bile acid metabolomic analysis.
Isobutanol production has been demonstrated in E. coli and Z. mobilis using heterologous pathways, with titers reaching up to 60% of the theoretical yield under optimized conditions. However, these results often depend on impractical setups, such as continuous product extraction, oxygenation, or ...
Traditional protein engineering methods, such as directed evolution, while effective, are often slow and labor-intensive. Advances in machine learning and automated biofoundry present new opportunities for optimizing these processes. This study devises a protein language model-enabled automatic evol...
Continuous directed evolution is a powerful Synthetic Biology tool to engineer proteins with desired functions in vivo. Mimicking natural evolution, it involves repeated cycles of high-frequency mutagenesis, selection, and replication within platform cells, where the function of the target gene is t...
Systematic comparison and base-editing-mediated directed protein evolution and functional screening yield superior auxin-inducible degron technology [2]
