An overview of molecular fingerprint similarity search in virtual screening

I Muegge, P Mukherjee - Expert opinion on drug discovery, 2016 - Taylor & Francis
Introduction: A central premise of medicinal chemistry is that structurally similar molecules
exhibit similar biological activities. Molecular fingerprints encode properties of small …

Chemical multiverse: an expanded view of chemical space

JL Medina‐Franco, AL Chávez‐Hernández… - Molecular …, 2022 - Wiley Online Library
Technological advances and practical applications of the chemical space concept in drug
discovery, natural product research, and other research areas have attracted the scientific …

Extended-connectivity fingerprints

D Rogers, M Hahn - Journal of chemical information and modeling, 2010 - ACS Publications
Extended-connectivity fingerprints (ECFPs) are a novel class of topological fingerprints for
molecular characterization. Historically, topological fingerprints were developed for …

Comparing structural fingerprints using a literature-based similarity benchmark

NM O'Boyle, RA Sayle - Journal of cheminformatics, 2016 - Springer
Background The concept of molecular similarity is one of the central ideas in
cheminformatics, despite the fact that it is ill-defined and rather difficult to assess objectively …

How similar are similarity searching methods? A principal component analysis of molecular descriptor space

A Bender, JL Jenkins, J Scheiber… - Journal of chemical …, 2009 - ACS Publications
Different molecular descriptors capture different aspects of molecular structures, but this
effect has not yet been quantified systematically on a large scale. In this work, we calculate …

SHAFTS: a hybrid approach for 3D molecular similarity calculation. 1. Method and assessment of virtual screening

X Liu, H Jiang, H Li - Journal of chemical information and …, 2011 - ACS Publications
We developed a novel approach called SHAFTS (SHA pe-F ea T ure S imilarity) for 3D
molecular similarity calculation and ligand-based virtual screening. SHAFTS adopts a hybrid …

Combination of similarity rankings using data fusion

P Willett - Journal of chemical information and modeling, 2013 - ACS Publications
Similarity searching is one of the most common techniques for ligand-based virtual
screening and involves scanning a chemical database to identify those molecules that are …

Similarity searching using 2D structural fingerprints

P Willett - Chemoinformatics and computational chemical biology, 2011 - Springer
This chapter reviews the use of molecular fingerprints for chemical similarity searching. The
fingerprints encode the presence of 2D substructural fragments in a molecule, and the …

Application of belief theory to similarity data fusion for use in analog searching and lead hopping

SW Muchmore, DA Debe, JT Metz… - Journal of chemical …, 2008 - ACS Publications
A wide variety of computational algorithms have been developed that strive to capture the
chemical similarity between two compounds for use in virtual screening and lead discovery …

MayaChemTools: an open source package for computational drug discovery

M Sud - Journal of chemical information and modeling, 2016 - ACS Publications
MayaChemTools is a growing collection of Perl scripts, modules, and classes to support a
variety of computational drug discovery needs, such as manipulation and analysis of data …