Improved prediction model of protein lysine crotonylation sites using bidirectional recurrent neural networks

SS Tng, NQK Le, HY Yeh… - Journal of proteome …, 2021 - ACS Publications
Histone lysine crotonylation (Kcr) is a post-translational modification of histone proteins that
is involved in the regulation of gene transcription, acute and chronic kidney injury …

STALLION: a stacking-based ensemble learning framework for prokaryotic lysine acetylation site prediction

S Basith, G Lee, B Manavalan - Briefings in Bioinformatics, 2022 - academic.oup.com
Protein post-translational modification (PTM) is an important regulatory mechanism that
plays a key role in both normal and disease states. Acetylation on lysine residues is one of …

Recent trends on the development of machine learning approaches for the prediction of lysine acetylation sites

S Basith, HJ Chang, S Nithiyanandam… - Current Medicinal …, 2022 - ingentaconnect.com
Acetylation on lysine residues is considered one of the most potent protein post-translational
modifications, owing to its crucial role in cellular metabolism and regulatory processes …

Lysine Acetylation Site Prediction in Prokaryotes: A Deep Learning Approach

H Kaleem, MT Hassan, S Mahmood… - Journal of Computing & …, 2024 - jcbi.org
Abstract Post-Translational Modification (PTM) of proteins plays a vital role in both disease
and normal states. Protein acetylation is an important PTM in eukaryotes as it greatly …