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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.

2026-01-20 | MTBLS13718 | MetaboLights

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 ...

2026-03-18 | MTBLS14081 | MetaboLights
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...
ORGANISM(S): Saccharomyces cerevisiae (Baker's yeast) 
2025-12-05 | PXD069101 | Pride
Reinforcement learning guided directed evolution of synthetic cis-regulatory elements
Here we have used HDX-MS to investigate the change in structure/dynamics in NicA2 and a variant with increased activity (v321) that was generated using directed evolution
ORGANISM(S): Homo sapiens (Human) 
2023-11-16 | PXD037151 | Pride
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...
ORGANISM(S): Escherichia coli 
2024-12-25 | PXD058768 | Pride
Mass spectrometry raw data for submitting manuscript entitled "Directed natural evolution generates a next-generation oncolytic virus with a high potency and safety profile for multiple solid tumors" to Nature Communications.
ORGANISM(S): Homo sapiens (Human) 
2023-05-22 | PXD037429 | Pride
Directed evolution of reprogramming factors by cell selection and sequencing
Navigating high-order protein mutational landscapes via deep learning on directed evolution trajectories
C.elegans small RNAs from HA::ALG-1, HA::ALG-2 and HA::RDE-1 IP and rde-1 mutants Small RNAs were cloned from transgenic or mutant C. elegans adults. Sequencing was performed using 454 and Illumina platforms.
ORGANISM(S): Caenorhabditis elegans 
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