[HTML][HTML] Mini-review: recent advances in post-translational modification site prediction based on deep learning

L Meng, WS Chan, L Huang, L Liu, X Chen… - Computational and …, 2022 - Elsevier
Post-translational modifications (PTMs) are closely linked to numerous diseases, playing a
significant role in regulating protein structures, activities, and functions. Therefore, the …

Thirty years of molecular dynamics simulations on posttranslational modifications of proteins

AT Weigle, J Feng, D Shukla - Physical Chemistry Chemical Physics, 2022 - pubs.rsc.org
Posttranslational modifications (PTMs) are an integral component to how cells respond to
perturbation. While experimental advances have enabled improved PTM identification …

DeepCap-Kcr: accurate identification and investigation of protein lysine crotonylation sites based on capsule network

J Khanal, H Tayara, Q Zou… - Briefings in …, 2022 - academic.oup.com
Lysine crotonylation (Kcr) is a posttranslational modification widely detected in histone and
nonhistone proteins. It plays a vital role in human disease progression and various cellular …

Unlocking the therapeutic potential of drug combinations through synergy prediction using graph transformer networks

W Alam, H Tayara, KT Chong - Computers in Biology and Medicine, 2024 - Elsevier
Drug combinations are frequently used to treat cancer to reduce side effects and increase
efficacy. The experimental discovery of drug combination synergy is time-consuming and …

GPS-Uber: a hybrid-learning framework for prediction of general and E3-specific lysine ubiquitination sites

C Wang, X Tan, D Tang, Y Gou, C Han… - Briefings in …, 2022 - academic.oup.com
As an important post-translational modification, lysine ubiquitination participates in
numerous biological processes and is involved in human diseases, whereas the site …

Emerging trends in post-translational modification: Shedding light on Glioblastoma multiforme

S Kumari, R Gupta, RK Ambasta, P Kumar - Biochimica et Biophysica Acta …, 2023 - Elsevier
Recent multi-omics studies, including proteomics, transcriptomics, genomics, and
metabolomics have revealed the critical role of post-translational modifications (PTMs) in the …

i4mC-Deep: an intelligent predictor of N4-methylcytosine sites using a deep learning approach with chemical properties

W Alam, H Tayara, KT Chong - Genes, 2021 - mdpi.com
DNA is subject to epigenetic modification by the molecule N4-methylcytosine (4mC). N4-
methylcytosine plays a crucial role in DNA repair and replication, protects host DNA from …

PLP_FS: prediction of lysine phosphoglycerylation sites in protein using support vector machine and fusion of multiple F_Score feature selection

M Sohrawordi, MA Hossain… - Briefings in …, 2022 - academic.oup.com
A newly invented post-translational modification (PTM), phosphoglycerylation, has shown its
essential role in the construction and functional properties of proteins and dangerous human …

NO-HDAC dual inhibitors

N Omidkhah, R Ghodsi - European Journal of Medicinal Chemistry, 2022 - Elsevier
HDAC inhibitors and NO donors have both demonstrated independently broad therapeutic
potential in a variety of diseases. Borretto et al. presented the topic of NO-HDAC dual …

Genome-wide identification and expression analysis reveals spinach brassinosteroid-signaling kinase (BSK) gene family functions in temperature stress response

Y Li, H Zhang, Y Zhang, Y Liu, Y Li, H Tian, S Guo… - BMC genomics, 2022 - Springer
Background Brassinosteroid (BR)-signaling kinase (BSK) is a critical family of receptor-like
cytoplasmic kinase for BR signal transduction, which plays important roles in plant …