Protein engineering design from directed evolution to de novo synthesis

W Xiong, B Liu, Y Shen, K Jing, TR Savage - Biochemical Engineering …, 2021 - Elsevier
With the development of enzyme engineering technology, green enzyme catalysis is widely
poised to replace traditional chemical catalysis enabling high enantioselectivity and yielding …

Building enzymes through design and evolution

EJ Hossack, FJ Hardy, AP Green - ACS Catalysis, 2023 - ACS Publications
Designing efficient enzymes is a formidable challenge at the forefront of modern
biocatalysis. Here, we review recent developments in the field and illustrate how the …

Current advances in design and engineering strategies of industrial enzymes

T Dinmukhamed, Z Huang, Y Liu, X Lv, J Li… - Systems Microbiology …, 2021 - Springer
Enzymes are considered as functional proteins, also known as biocatalysts, which are
required for normal cellular function. The commercial production of enzymes with distinct …

Machine learning-assisted enzyme engineering

NE Siedhoff, U Schwaneberg, MD Davari - Methods in enzymology, 2020 - Elsevier
Directed evolution and rational design are powerful strategies in protein engineering to tailor
enzyme properties to meet the demands in academia and industry. Traditional approaches …

Tailoring multipurpose biocatalysts via protein engineering approaches: a review

M Bilal, HMN Iqbal - Catalysis Letters, 2019 - Springer
The current industrial revolution signifies the high-value of protein engineering. The
development of multipurpose biocatalysts is significantly expanding as a result of increased …

[HTML][HTML] Rational design of enzyme activity and enantioselectivity

Z Song, Q Zhang, W Wu, Z Pu, H Yu - Frontiers in Bioengineering and …, 2023 - frontiersin.org
The strategy of rational design to engineer enzymes is to predict the potential mutants based
on the understanding of the relationships between protein structure and function, and …

The state-of-the-art strategies of protein engineering for enzyme stabilization

Q Liu, G Xun, Y Feng - Biotechnology advances, 2019 - Elsevier
Enzymes generated by natural recruitment and protein engineering have greatly contribute
in various sets of applications. However, their insufficient stability is a bottleneck that limit the …

Artificial enzymes bringing together computational design and directed evolution

B de Pina Mariz, S Carvalho, IL Batalha… - Organic & Biomolecular …, 2021 - pubs.rsc.org
Enzymes are proteins that catalyse chemical reactions and, as such, have been widely used
to facilitate a variety of natural and industrial processes, dating back to ancient times. In fact …

Revolutionizing enzyme engineering through artificial intelligence and machine learning

N Singh, S Malik, A Gupta… - Emerging Topics in Life …, 2021 - portlandpress.com
The combinatorial space of an enzyme sequence has astronomical possibilities and
exploring it with contemporary experimental techniques is arduous and often ineffective …

De novo design of biocatalysts

DN Bolon, CA Voigt, SL Mayo - Current opinion in chemical biology, 2002 - Elsevier
The challenging field of de novo enzyme design is beginning to produce exciting results.
The application of powerful computational methods to functional protein design has recently …