Department of Clinical Genomics, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
Commentary
Combining Embeddings from Various Protein Language Models to Boost Protein O-GlcNAc Site Prediction Performance
Author(s): Juan Lopez*
Protein Post-Translational Modifications (PTMs) are critical regulators of cellular processes, influencing protein function, localization, and interactions. O-GlcNAcylation, the addition of N-acetylglucosamine (GlcNAc) to serine or threonine residues of proteins, is a dynamic and reversible PTM with implications in various diseases, including diabetes, cancer, and neurodegeneration. Accurate prediction of O-GlcNAc sites is essential for understanding their roles in cellular signaling and disease mechanisms. Traditional experimental methods for identifying O-GlcNAc sites, such as mass spectrometry, are timeconsuming and costly. Computational approaches offer a cost-effective and efficient alternative, facilitating large-scale analysis of O-GlcNAcylatio... Read More»
DOI:
10.37421/1747-0862.2024.18.655
Molecular and Genetic Medicine received 3919 citations as per Google Scholar report