RNA–ligand molecular docking: Advances and challenges

Y Zhou, Y Jiang, SJ Chen - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
With rapid advances in computer algorithms and hardware, fast and accurate virtual
screening has led to a drastic acceleration in selecting potent small molecules as drug …

Docking and scoring for nucleic acid–ligand interactions: Principles and current status

Y Feng, Y Yan, J He, H Tao, Q Wu, SY Huang - Drug Discovery Today, 2022 - Elsevier
Nucleic acid (NA)–ligand interactions have crucial roles in many cellular processes and,
thus, are increasingly attracting therapeutic interest in drug discovery. Molecular docking is a …

GraphscoreDTA: optimized graph neural network for protein–ligand binding affinity prediction

K Wang, R Zhou, J Tang, M Li - Bioinformatics, 2023 - academic.oup.com
Motivation Computational approaches for identifying the protein–ligand binding affinity can
greatly facilitate drug discovery and development. At present, many deep learning-based …

Ligandability and druggability assessment via machine learning

F Di Palma, C Abate, S Decherchi… - Wiley Interdisciplinary …, 2023 - Wiley Online Library
Drug discovery is a daunting and failure‐prone task. A critical process in this research field
is represented by the biological target and pocket identification steps as they heavily …

RNet: a network strategy to predict RNA binding preferences

H Liu, Y Jian, J Hou, C Zeng… - Briefings in Bioinformatics, 2024 - academic.oup.com
Determining the RNA binding preferences remains challenging because of the bottleneck of
the binding interactions accompanied by subtle RNA flexibility. Typically, designing RNA …

Recognition of small molecule–RNA binding sites using RNA sequence and structure

H Su, Z Peng, J Yang - Bioinformatics, 2021 - academic.oup.com
Motivation RNA molecules become attractive small molecule drug targets to treat disease in
recent years. Computer-aided drug design can be facilitated by detecting the RNA sites that …

Identifying small-molecules binding sites in RNA conformational ensembles with SHAMAN

FP Panei, P Gkeka, M Bonomi - Nature Communications, 2024 - nature.com
The rational targeting of RNA with small molecules is hampered by our still limited
understanding of RNA structural and dynamic properties. Most in silico tools for binding site …

NAPS update: network analysis of molecular dynamics data and protein–nucleic acid complexes

B Chakrabarty, V Naganathan, K Garg… - Nucleic Acids …, 2019 - academic.oup.com
Network theory is now a method of choice to gain insights in understanding protein structure,
folding and function. In combination with molecular dynamics (MD) simulations, it is an …

Augmented base pairing networks encode RNA-small molecule binding preferences

C Oliver, V Mallet, RS Gendron, V Reinharz… - Nucleic acids …, 2020 - academic.oup.com
RNA-small molecule binding is a key regulatory mechanism which can stabilize 3D
structures and activate molecular functions. The discovery of RNA-targeting compounds is …

Bioinformatics tools and benchmarks for computational docking and 3D structure prediction of RNA-protein complexes

C Nithin, P Ghosh, JM Bujnicki - Genes, 2018 - mdpi.com
RNA-protein (RNP) interactions play essential roles in many biological processes, such as
regulation of co-transcriptional and post-transcriptional gene expression, RNA splicing …