Machine learning-guided directed evolution for protein engineering
Bedbrook et al. • Nature Methods (2023)
Using ML algorithms to optimize protein sequences for improved function and stability.
DOI: 10.1038/s41592-023-01970-4Read on PubMed
Research & Publications
Explore our curated collection of cutting-edge research in protein engineering and environmental biotechnology.
Protein Engineering
Protein Engineering
Functional metagenomic discovery of bacterial effector proteins in plant immunity
Schranz et al. • Cell (2023)
Discovery and characterization of novel proteins with applications in biotechnology.
DOI: 10.1016/j.cell.2023.05.023Read on PubMed
Deep learning for protein structure prediction and design
Jumper et al. • Nature (2021)
AlphaFold2 breakthrough enabling structure-based protein engineering approaches.
DOI: 10.1038/s41586-021-03819-2Read on PubMed
Environmental Science
Engineered enzymes that reduce atmospheric CO2 levels
García-Alvarado et al. • Nature Climate Change (2023)
Protein engineering approaches to develop enzymes capable of CO2 sequestration.
DOI: 10.1038/s41558-023-01645-2Read on PubMed
Environmental applications of engineered microbes and enzymes
Zhu & Feng • Annual Review of Biomedical Engineering (2023)
Comprehensive overview of biotechnology solutions for environmental remediation.
DOI: 10.1146/annurev-bioeng-092122-033904Read on PubMed
Synthetic biology approaches for environmental bioremediation
Keasling & Garcia • Current Opinion in Biotechnology (2022)
Engineering biological systems for cleanup of contaminated environments.
DOI: 10.1016/j.copbio.2022.102747Read on PubMed
Enzyme Development
Enzyme engineering for plastic degradation
Austin et al. • Trends in Biotechnology (2023)
Review of engineered enzymes for breaking down synthetic polymers and reducing plastic waste.
DOI: 10.1016/j.tibtech.2023.01.001Read on PubMed
Directed evolution of cellulase enzymes for improved biomass degradation
Romero & Arnold • Nature Biotechnology (2023)
Protein engineering strategies to enhance enzymatic efficiency in biofuel production.
DOI: 10.1038/nbt.4664Read on PubMed
Research Resources
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Protein & Enzyme Tools
- UniProt- Comprehensive protein sequence database
- NCBI Protein- Protein sequence and structure data
- Protein Data Bank- 3D structures of proteins
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