ProPose: steered virtual screening by simultaneous protein− ligand docking and ligand− ligand alignment

MHJ Seifert - Journal of chemical information and modeling, 2005 - ACS Publications
The 'model-free'screening engine ProPose implements a general method for performing
simultaneous protein− ligand docking, ligand− ligand alignment, pharmacophore queries …

Improving classical substructure-based virtual screening to handle extrapolation challenges

T Biniashvili, E Schreiber, Y Kliger - Journal of chemical …, 2012 - ACS Publications
Target-oriented substructure-based virtual screening (sSBVS) of molecules is a promising
approach in drug discovery. Yet, there are doubts whether sSBVS is suitable also for …

[HTML][HTML] QEX: target-specific druglikeness filter enhances ligand-based virtual screening

M Mochizuki, SD Suzuki, K Yanagisawa, M Ohue… - Molecular Diversity, 2019 - Springer
Druglikeness is a useful concept for screening drug candidate compounds. We developed
QEX, which is a new druglikeness index specific to individual targets. QEX is an …

The science and art of structure-based virtual screening

H Zhao - ACS Medicinal Chemistry Letters, 2024 - ACS Publications
Structure-based virtual screening has gained momentum again as the high attrition rate at
every stage of drug discovery drives the need to explore a greater chemical space. From the …

New methods for ligand-based virtual screening: use of data fusion and machine learning to enhance the effectiveness of similarity searching

J Hert, P Willett, DJ Wilton, P Acklin… - Journal of chemical …, 2006 - ACS Publications
Similarity searching using a single bioactive reference structure is a well-established
technique for accessing chemical structure databases. This paper describes two extensions …

Evaluation of library ranking efficacy in virtual screening

M Kontoyianni, GS Sokol… - Journal of computational …, 2005 - Wiley Online Library
We present the results of a comprehensive study in which we explored how the docking
procedure affects the performance of a virtual screening approach. We used four docking …

Binding energy landscape analysis helps to discriminate true hits from high-scoring decoys in virtual screening

D Wei, H Zheng, N Su, M Deng… - Journal of chemical …, 2010 - ACS Publications
Although virtual screening through molecular docking has been widely applied in lead
discovery, it is still challenging to distinguish true hits from high-scoring decoys because of …

[HTML][HTML] Memes: Machine learning framework for enhanced molecular screening

S Mehta, S Laghuvarapu, Y Pathak, A Sethi… - Chemical …, 2021 - pubs.rsc.org
In drug discovery applications, high throughput virtual screening exercises are routinely
performed to determine an initial set of candidate molecules referred to as “hits”. In such an …

Compound collection preparation for virtual screening

CG Bologa, TI Oprea - Bioinformatics and Drug Discovery, 2012 - Springer
Virtual screening is an established technique that has successfully been deployed in the
identification of novel biologically active molecules. Whether for ligand-based or for structure …

Quo vadis, virtual screening? A comprehensive survey of prospective applications

P Ripphausen, B Nisius, L Peltason… - Journal of medicinal …, 2010 - ACS Publications
Virtual screening (VSa) of compound databases has become a popular hit identification
technique and a major playground for computational method development. 1 Relevant …