
Journal of Hazardous Materials, Journal Year: 2024, Volume and Issue: 481, P. 136540 - 136540
Published: Nov. 16, 2024
Language: Английский
Journal of Hazardous Materials, Journal Year: 2024, Volume and Issue: 481, P. 136540 - 136540
Published: Nov. 16, 2024
Language: Английский
Green Carbon, Journal Year: 2025, Volume and Issue: unknown
Published: March 1, 2025
Language: Английский
Citations
0mLife, Journal Year: 2025, Volume and Issue: 4(2), P. 107 - 125
Published: March 28, 2025
Abstract Biosynthesis—a process utilizing biological systems to synthesize chemical compounds—has emerged as a revolutionary solution 21st‐century challenges due its environmental sustainability, scalability, and high stereoselectivity regioselectivity. Recent advancements in artificial intelligence (AI) are accelerating biosynthesis by enabling intelligent design, construction, optimization of enzymatic reactions systems. We first introduce the molecular retrosynthesis route planning biochemical pathway including single‐step algorithms AI‐based design tools. highlight advantages large language models addressing sparsity data. Furthermore, we review enzyme discovery methods based on sequence structure alignment techniques. Breakthroughs structural prediction expected significantly improve accuracy discovery. also summarize for de novo generation nonnatural or orphan reactions, focusing functional annotation techniques reaction small molecule similarity. Turning engineering, discuss strategies thermostability, solubility, activity, well applications AI these fields. The shift from traditional experiment‐driven data‐driven computationally driven is already underway. Finally, present potential provide perspective future research directions. envision expanded biocatalysis drug development, green chemistry, complex synthesis.
Language: Английский
Citations
0Resources Conservation and Recycling, Journal Year: 2025, Volume and Issue: 219, P. 108256 - 108256
Published: March 31, 2025
Language: Английский
Citations
0Progress in Polymer Science, Journal Year: 2025, Volume and Issue: unknown, P. 101958 - 101958
Published: April 1, 2025
Language: Английский
Citations
0Biophysical Journal, Journal Year: 2024, Volume and Issue: 123(12), P. 1542 - 1552
Published: April 25, 2024
Language: Английский
Citations
3ChemSusChem, Journal Year: 2024, Volume and Issue: unknown
Published: Nov. 6, 2024
Over the past years, enzymatic depolymerization of PET, one most widely used plastics worldwide, has become very efficient leading to end products terephthalic acid (TPA) and ethylene glycol (EG) for PET re-synthesis. Potent alternatives these monomers are intermediates BHET MHET, mono- di-esters TPA EG which avoid total hydrolysis can serve as single starting materials direct re-polymerization. This study therefore aimed selectively prepare those through reaction medium engineering during biocatalytic PET. After a comparative pre-screening 12 PET-hydrolyzing enzymes, two them (LCC
Language: Английский
Citations
3Microbial Biotechnology, Journal Year: 2024, Volume and Issue: 17(6)
Published: June 1, 2024
Carboxylic ester hydrolases with the capacity to degrade polyesters are currently highly sought after for their potential use in biological degradation of PET and other chemically synthesized polymers. Here, we describe MarCE, a carboxylesterase family protein identified via genome mining Maribacter sp. isolate from marine sponge Stelligera stuposa. Based on phylogenetic analysis, MarCE its closest relatives belong marine-associated genera Cytophaga-Flavobacterium-Bacteroides taxonomic group appear evolutionarily distinct any homologous carboxylesterases that have been studied date terms structure or function. Molecular docking revealed putative binding BHET, short-chain derivative, onto predicted three-dimensional structure. The synthetic ester-degrading activity was subsequently confirmed by MarCE-mediated hydrolysis 2 mM BHET substrate, indicated release breakdown products MHET TPA, which were measured, respectively, as 1.28 0.12 following 2-h incubation at 30°C. findings this study provide further insight into carboxylic hydrolases, display unique functional plasticity resulting adaptation complex fluctuating environmentsw.
Language: Английский
Citations
2International Journal of Biological Macromolecules, Journal Year: 2024, Volume and Issue: 279, P. 135414 - 135414
Published: Sept. 6, 2024
Language: Английский
Citations
2ACS Synthetic Biology, Journal Year: 2024, Volume and Issue: unknown
Published: Nov. 8, 2024
Designing
Language: Английский
Citations
2Bioresource Technology, Journal Year: 2024, Volume and Issue: unknown, P. 131837 - 131837
Published: Nov. 1, 2024
Language: Английский
Citations
2