Deep Learning-Based Protein Half-Life Prediction for Identifying Rate-Limiting Enzymes in Metabolic Pathways to Alleviate Bottleneck Reactions | Synapse
April 30, 2026Journal of Microbiology and Biotechnology0 citations
To develop a method for predicting protein half-life to identify key enzymes in metabolic pathways.
Utilized deep learning algorithms for protein half-life prediction.
Focused on identifying rate-limiting enzymes in metabolic pathways.
Assessed the implications for metabolic bottlenecks.
Demonstrated the effectiveness of deep learning in predicting enzyme half-life.
Identified key enzymes that can help alleviate metabolic bottlenecks.
Abstract
prediction of enzyme half-life. This approach provides a viable strategy for alleviating metabolic bottlenecks, ultimately enhancing metabolic productivity.