Using molecular docking and molecular dynamics to investigate protein-ligand interactions

CJ Morris, DD Corte - Modern Physics Letters B, 2021 - World Scientific
Molecular docking and molecular dynamics (MD) are powerful tools used to investigate
protein-ligand interactions. Molecular docking programs predict the binding pose and affinity …

In silico methods for identification of potential active sites of therapeutic targets

J Liao, Q Wang, F Wu, Z Huang - Molecules, 2022 - mdpi.com
Target identification is an important step in drug discovery, and computer-aided drug target
identification methods are attracting more attention compared with traditional drug target …

P2Rank: machine learning based tool for rapid and accurate prediction of ligand binding sites from protein structure

R Krivák, D Hoksza - Journal of cheminformatics, 2018 - Springer
Background Ligand binding site prediction from protein structure has many applications
related to elucidation of protein function and structure based drug discovery. It often …

Ligand binding free-energy calculations with funnel metadynamics

S Raniolo, V Limongelli - Nature Protocols, 2020 - nature.com
The accurate resolution of the binding mechanism of a ligand to its molecular target is
fundamental to develop a successful drug design campaign. Free-energy calculations …

Druggability and drug-likeness concepts in drug design: are biomodelling and predictive tools having their say?

C Agoni, FA Olotu, P Ramharack… - Journal of molecular …, 2020 - Springer
The drug discovery process typically involves target identification and design of suitable
drug molecules against these targets. Despite decades of experimental investigations in the …

Spatiotemporal identification of druggable binding sites using deep learning

I Kozlovskii, P Popov - Communications biology, 2020 - nature.com
Identification of novel protein binding sites expands druggable genome and opens new
opportunities for drug discovery. Generally, presence or absence of a binding site depends …

Discovery of a novel cardiac-specific myosin modulator using artificial intelligence-based virtual screening

P Parijat, S Attili, Z Hoare, M Shattock, V Kenyon… - Nature …, 2023 - nature.com
Direct modulation of cardiac myosin function has emerged as a therapeutic target for both
heart disease and heart failure. However, the development of myosin-based therapeutics …

PointSite: a point cloud segmentation tool for identification of protein ligand binding atoms

X Yan, Y Lu, Z Li, Q Wei, X Gao, S Wang… - Journal of Chemical …, 2022 - ACS Publications
Accurate identification of ligand binding sites (LBS) on a protein structure is critical for
understanding protein function and designing structure-based drugs. As the previous pocket …

Identification and characterization of fragment binding sites for allosteric ligand design using the site identification by ligand competitive saturation hotspots approach …

AD MacKerell Jr, S Jo, SK Lakkaraju, C Lind… - Biochimica et Biophysica …, 2020 - Elsevier
Background Fragment-based ligand design is used for the development of novel ligands
that target macromolecules, most notably proteins. Central to its success is the identification …

tinyIFD: A High-Throughput Binding Pose Refinement Workflow Through Induced-Fit Ligand Docking

DJ Hsu, RB Davidson, A Sedova… - Journal of Chemical …, 2023 - ACS Publications
A critical step in structure-based drug discovery is predicting whether and how a candidate
molecule binds to a model of a therapeutic target. However, substantial protein side chain …