[HTML][HTML] Leveraging molecular structure and bioactivity with chemical language models for de novo drug design
M Moret, I Pachon Angona, L Cotos, S Yan… - Nature …, 2023 - nature.com
Generative chemical language models (CLMs) can be used for de novo molecular structure
generation by learning from a textual representation of molecules. Here, we show that hybrid …
generation by learning from a textual representation of molecules. Here, we show that hybrid …
Automated docking using a Lamarckian genetic algorithm and an empirical binding free energy function
GM Morris, DS Goodsell, RS Halliday… - Journal of …, 1998 - Wiley Online Library
A novel and robust automated docking method that predicts the bound conformations of
flexible ligands to macromolecular targets has been developed and tested, in combination …
flexible ligands to macromolecular targets has been developed and tested, in combination …
A machine learning approach to predicting protein–ligand binding affinity with applications to molecular docking
PJ Ballester, JBO Mitchell - Bioinformatics, 2010 - academic.oup.com
Motivation: Accurately predicting the binding affinities of large sets of diverse protein–ligand
complexes is an extremely challenging task. The scoring functions that attempt such …
complexes is an extremely challenging task. The scoring functions that attempt such …
Comparative assessment of scoring functions on an updated benchmark: 2. Evaluation methods and general results
Our comparative assessment of scoring functions (CASF) benchmark is created to provide
an objective evaluation of current scoring functions. The key idea of CASF is to compare the …
an objective evaluation of current scoring functions. The key idea of CASF is to compare the …
[HTML][HTML] Advances and challenges in protein-ligand docking
SY Huang, X Zou - International journal of molecular sciences, 2010 - mdpi.com
Molecular docking is a widely-used computational tool for the study of molecular recognition,
which aims to predict the binding mode and binding affinity of a complex formed by two or …
which aims to predict the binding mode and binding affinity of a complex formed by two or …
Empirical scoring functions: I. The development of a fast empirical scoring function to estimate the binding affinity of ligands in receptor complexes
MD Eldridge, CW Murray, TR Auton, GV Paolini… - Journal of computer …, 1997 - Springer
This paper describes the development of a simple empirical scoringfunction designed to
estimate the free energy of binding for aprotein–ligand complex when the 3D structure of the …
estimate the free energy of binding for aprotein–ligand complex when the 3D structure of the …
Surflex: fully automatic flexible molecular docking using a molecular similarity-based search engine
AN Jain - Journal of medicinal chemistry, 2003 - ACS Publications
Surflex is a fully automatic flexible molecular docking algorithm that combines the scoring
function from the Hammerhead docking system with a search engine that relies on a surface …
function from the Hammerhead docking system with a search engine that relies on a surface …
Scoring functions and their evaluation methods for protein–ligand docking: recent advances and future directions
SY Huang, SZ Grinter, X Zou - Physical Chemistry Chemical Physics, 2010 - pubs.rsc.org
The scoring function is one of the most important components in structure-based drug
design. Despite considerable success, accurate and rapid prediction of protein–ligand …
design. Despite considerable success, accurate and rapid prediction of protein–ligand …
DOCK 4.0: search strategies for automated molecular docking of flexible molecule databases
TJA Ewing, S Makino, AG Skillman, ID Kuntz - Journal of computer-aided …, 2001 - Springer
In this paper we describe the search strategies developed for docking flexible molecules to
macomolecular sites that are incorporated into the widely distributed DOCK software …
macomolecular sites that are incorporated into the widely distributed DOCK software …
Virtual screening—an overview
WP Walters, MT Stahl, MA Murcko - Drug discovery today, 1998 - Elsevier
Recent advances in combinatorial chemistry and high-throughput screening have made it
possible for chemists to synthesize large numbers of compounds. However, this is still a …
possible for chemists to synthesize large numbers of compounds. However, this is still a …