International Journal of Biological Macromolecules, Год журнала: 2024, Номер unknown, С. 138004 - 138004
Опубликована: Ноя. 1, 2024
Язык: Английский
International Journal of Biological Macromolecules, Год журнала: 2024, Номер unknown, С. 138004 - 138004
Опубликована: Ноя. 1, 2024
Язык: Английский
BBA Advances, Год журнала: 2025, Номер 7, С. 100143 - 100143
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
0International Journal of Biological Macromolecules, Год журнала: 2025, Номер 305, С. 141168 - 141168
Опубликована: Фев. 17, 2025
Язык: Английский
Процитировано
0Synthetic biology and engineering, Год журнала: 2025, Номер 3(1), С. 10001 - 10001
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
0mLife, Год журнала: 2025, Номер unknown
Опубликована: Март 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.
Язык: Английский
Процитировано
0World Journal of Microbiology and Biotechnology, Год журнала: 2025, Номер 41(4)
Опубликована: Апрель 1, 2025
Язык: Английский
Процитировано
0International Journal of Biological Macromolecules, Год журнала: 2024, Номер unknown, С. 138004 - 138004
Опубликована: Ноя. 1, 2024
Язык: Английский
Процитировано
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