Nature

Improved enzyme functional annotation prediction using contrastive learning with structural inference

The crucial role of enzyme function annotation in our understanding of the intricate mechanisms driving biological processes governed by enzymes is widely recognized. The Enzyme Commission (EC) number ...
Nature

Multi-modal deep learning enables efficient and accurate annotation of enzymatic active sites

Annotating active sites in enzymes is crucial for advancing multiple fields including drug discovery, disease research, enzyme engineering, and synthetic biology. Despite the development of numerous ...
Phys.org

Enzymes are the engines of life—machine learning could help scientists design new ones

Enzymes are molecular machines that carry out the chemical reactions that sustain all life, an ability that has captured the attention of scientists like me. Consider muscle movement. Your body ...
News Medical

An Overview of Enzymology

Enzymology is the study of enzymes and enzyme-catalyzed reactions. Enzymes are biological catalysts that accelerate the rate of biological reactions. They can also perform multiple reactions ...
Nanowerk

Enzymes: Biological Catalysts Essential for Life

Enzymes are biological catalysts that speed up chemical reactions in living organisms. They are essential for life, as they play a crucial role in various biological processes, such as digestion, ...
The Conversation

Enzymes are the engines of life − machine learning tools could help scientists design new ones to tackle disease and climate change

Enzymes are molecular machines that carry out the chemical reactions that sustain all life, an ability that has captured the attention of scientists like me. Consider muscle movement. Your body ...