PTG-PLM: Predicting Post-Translational Glycosylation and Glycation Sites Using Protein Language Models and Deep Learning

PTG-PLM: Predicting Post-Translational Glycosylation and Glycation Sites Using Protein Language Models and Deep Learning

Post-translational glycosylation and glycation are common types of protein post-translational modifications (PTMs) in which glycan binds to protein enzymatically or nonenzymatically, respectively. They are associated with various diseases such as coronavirus, Alzheimer’s, cancer, and diabetes diseas...

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Bibliographic Details
Main Authors: Alhasan Alkuhlani, Walaa Gad, Mohamed Roushdy, Michael Gr. Voskoglou, Abdel-badeeh M. Salem
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Axioms
Subjects:
protein language model
deep learning
machine learning
PTMs
glycosylation sites prediction
glycation sites prediction
Online Access:https://www.mdpi.com/2075-1680/11/9/469

Internet

https://www.mdpi.com/2075-1680/11/9/469

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