Precision enzyme discovery through targeted mining of metagenomic data

S Ariaeenejad, J Gharechahi… - Natural Products and …, 2024 - Springer
Metagenomics has opened new avenues for exploring the genetic potential of uncultured
microorganisms, which may serve as promising sources of enzymes and natural products for …

Recent advances in the biological depolymerization and upcycling of polyethylene terephthalate

L Amalia, CY Chang, SSS Wang, YC Yeh… - Current Opinion in …, 2024 - Elsevier
Highlights•Biological depolymerization offers environmental benefits.•Enhancing PET
hydrolases' catalytic activity and efficiency is a priority.•Upgrading hydrolyzed monomers …

Advances, Synergy, and Perspectives of Machine Learning and Biobased Polymers for Energy, Fuels, and Biochemicals for a Sustainable Future

ADA Bin Abu Sofian, X Sun, VK Gupta… - Energy & …, 2024 - ACS Publications
This review illuminates the pivotal synergy between machine learning (ML) and
biopolymers, spotlighting their combined potential to reshape sustainable energy, fuels, and …

Latest Trends in Lipase-Catalyzed Synthesis of Ester Carbohydrate Surfactants: From Key Parameters to Opportunities and Future Development

A Spalletta, N Joly, P Martin - International Journal of Molecular Sciences, 2024 - mdpi.com
Carbohydrate-based surfactants are amphiphilic compounds containing hydrophilic
moieties linked to hydrophobic aglycones. More specifically, carbohydrate esters are …

Biocatalytic cascades involving LmrR-based artificial enzyme

LO Atta - 2023 - research.rug.nl
A key challenge of integrating non-natural catalytic residues into proteins to design artificial
enzymes for novel reactions lies in achieving in vivo reactivity due to issues such as metal …