Lighting up protein design

Abstract

Using a neural network to predict how green fluorescent proteins respond to genetic mutations illuminates properties that could help design new proteins.

Keywords: E. coli; GFP; computational biology; evolutionary biology; fitness landscape; machine learning; molecular evolution; protein engineering; systems biology.