Use of molecular docking computational tools in drug discovery

F Stanzione, I Giangreco, JC Cole - Progress in medicinal chemistry, 2021 - Elsevier
Molecular docking has become an important component of the drug discovery process.
Since first being developed in the 1980s, advancements in the power of computer hardware …

Forging the basis for developing protein–ligand interaction scoring functions

Z Liu, M Su, L Han, J Liu, Q Yang, Y Li… - Accounts of chemical …, 2017 - ACS Publications
Conspectus In structure-based drug design, scoring functions are widely used for fast
evaluation of protein–ligand interactions. They are often applied in combination with …

CSAR 2014: a benchmark exercise using unpublished data from pharma

HA Carlson, RD Smith… - Journal of chemical …, 2016 - ACS Publications
The 2014 CSAR Benchmark Exercise was the last community-wide exercise that was
conducted by the group at the University of Michigan, Ann Arbor. For this event …

Convex-PL: a novel knowledge-based potential for protein-ligand interactions deduced from structural databases using convex optimization

M Kadukova, S Grudinin - Journal of computer-aided molecular design, 2017 - Springer
We present a novel optimization approach to train a free-shape distance-dependent protein-
ligand scoring function called Convex-PL. We do not impose any functional form of the …

PEPSI-Dock: a detailed data-driven protein–protein interaction potential accelerated by polar Fourier correlation

E Neveu, DW Ritchie, P Popov, S Grudinin - Bioinformatics, 2016 - academic.oup.com
Motivation Docking prediction algorithms aim to find the native conformation of a complex of
proteins from knowledge of their unbound structures. They rely on a combination of …

Docking of small molecules to farnesoid X receptors using AutoDock Vina with the Convex-PL potential: lessons learned from D3R Grand Challenge 2

M Kadukova, S Grudinin - Journal of computer-aided molecular design, 2018 - Springer
Abstract The 2016 D3R Grand Challenge 2 provided an opportunity to test multiple protein–
ligand docking protocols on a set of ligands bound to farnesoid X receptor that has many …

Docking rigid macrocycles using Convex-PL, AutoDock Vina, and RDKit in the D3R Grand Challenge 4

M Kadukova, V Chupin, S Grudinin - Journal of Computer-Aided Molecular …, 2020 - Springer
Abstract The D3R Grand Challenge 4 provided a brilliant opportunity to test macrocyclic
docking protocols on a diverse high-quality experimental data. We participated in both pose …

Isoform-selective enzyme inhibitors by exploring pocket size according to the lock-and-key principle

V Dudutienė, A Zubrienė, V Kairys, A Smirnov… - Biophysical journal, 2020 - cell.com
In the design of high-affinity and enzyme isoform-selective inhibitors, we applied an
approach of augmenting the substituents attached to the benzenesulfonamide scaffold in …

Predicting binding poses and affinities for protein-ligand complexes in the 2015 D3R Grand Challenge using a physical model with a statistical parameter estimation

S Grudinin, M Kadukova, A Eisenbarth… - Journal of computer …, 2016 - Springer
Abstract The 2015 D3R Grand Challenge provided an opportunity to test our new model for
the binding free energy of small molecules, as well as to assess our protocol to predict …

Development of novel algorithms for data-driven prediction of interactions between proteins and small molecules

M Kadukova - 2021 - theses.hal.science
Drug discovery is a very expensive process consisting of multiple phases. Computer
simulations provide an opportunity to scale and speed up its early stages by performing the …