GEN

Enhancing Protein Development with Active Learning-Assisted Directed Evolution

Directed Evolution (DE) is a method developed by Nobel laureate Frances Arnold to improve protein fitness for specific applications. However, DE can be less efficient when mutations show epistatic ...
Nasdaq

4D Molecular Therapeutics Announces Collaboration on Leading Machine Learning Technology and Expertise from U.C. Berkeley to Expand Therapeutic Vector Evolution Platform

EMERYVILLE, Calif., May 04, 2021 (GLOBE NEWSWIRE) -- 4D Molecular Therapeutics (Nasdaq: FDMT), a clinical-stage gene therapy company harnessing the power of directed evolution for targeted gene ...
The Scientist

Protein Evolution in Mammalian Cells May Improve Therapeutics

Thought too hard to do, a new platform evolved proteins in mammalian cells, which could help researchers design drugs that work better in humans. “There are many, many examples, both published and ...
AZoLifeSciences on MSN

Machine Learning Applications in Predicting Protein Structures

Machine learning (ML) is transforming protein structure prediction. Algorithms can predict 3D structures from amino acid ...