Metabolic engineering: methodologies and applications
Metabolic engineering aims to improve the production of economically valuable molecules
through the genetic manipulation of microbial metabolism. While the discipline is a little over …
through the genetic manipulation of microbial metabolism. While the discipline is a little over …
Microbial production of advanced biofuels
Concerns over climate change have necessitated a rethinking of our transportation
infrastructure. One possible alternative to carbon-polluting fossil fuels is biofuels produced …
infrastructure. One possible alternative to carbon-polluting fossil fuels is biofuels produced …
Enzyme function prediction using contrastive learning
Enzyme function annotation is a fundamental challenge, and numerous computational tools
have been developed. However, most of these tools cannot accurately predict functional …
have been developed. However, most of these tools cannot accurately predict functional …
Automated in vivo enzyme engineering accelerates biocatalyst optimization
Achieving cost-competitive bio-based processes requires development of stable and
selective biocatalysts. Their realization through in vitro enzyme characterization and …
selective biocatalysts. Their realization through in vitro enzyme characterization and …
Machine learning in enzyme engineering
Enzyme engineering plays a central role in develo** efficient biocatalysts for
biotechnology, biomedicine, and life sciences. Apart from classical rational design and …
biotechnology, biomedicine, and life sciences. Apart from classical rational design and …
Machine learning for metabolic engineering: A review
Abstract Machine learning provides researchers a unique opportunity to make metabolic
engineering more predictable. In this review, we offer an introduction to this discipline in …
engineering more predictable. In this review, we offer an introduction to this discipline in …
[HTML][HTML] Relieving metabolic burden to improve robustness and bioproduction by industrial microorganisms
Metabolic burden is defined by the influence of genetic manipulation and environmental
perturbations on the distribution of cellular resources. The rewiring of microbial metabolism …
perturbations on the distribution of cellular resources. The rewiring of microbial metabolism …
Current status and future prospects in cannabinoid production through in vitro culture and synthetic biology
For centuries, cannabis has been a rich source of fibrous, pharmaceutical, and recreational
ingredients. Phytocannabinoids are the most important and well-known class of cannabis …
ingredients. Phytocannabinoids are the most important and well-known class of cannabis …
Systems metabolic engineering of microorganisms for food and cosmetics production
The demand for sustainable and environmentally friendly sources of foods and cosmetics is
increasing owing to concerns about the rapid growth of the global population and climate …
increasing owing to concerns about the rapid growth of the global population and climate …
Artificial intelligence (AI) applications in adsorption of heavy metals using modified biochar
The process of removal of heavy metals is important due to their toxic effects on living
organisms and undesirable anthropogenic effects. Conventional methods possess many …
organisms and undesirable anthropogenic effects. Conventional methods possess many …