Computational polypharmacology: a new paradigm for drug discovery

R Chaudhari, Z Tan, B Huang… - Expert opinion on drug …, 2017 - Taylor & Francis
Introduction: Over the past couple of years, the cost of drug development has sharply
increased along with the high rate of clinical trial failures. Such increase in expenses is …

Computational polypharmacology comes of age

G Rastelli, L Pinzi - Frontiers in pharmacology, 2015 - frontiersin.org
In the last years, the “one target, one drug” paradigm that has traditionally dominated drug
discovery has been deeply challenged by the evidence that small molecules interact …

An up-to-date overview of computational polypharmacology in modern drug discovery

R Chaudhari, LW Fong, Z Tan, B Huang… - Expert opinion on drug …, 2020 - Taylor & Francis
Introduction In recent years, computational polypharmacology has gained significant
attention to study the promiscuous nature of drugs. Despite tremendous challenges …

In silico methods to address polypharmacology: current status, applications and future perspectives

A Lavecchia, C Cerchia - Drug Discovery Today, 2016 - Elsevier
Highlights•Polypharmacology and its exploitation for drug discovery is drawing increasing
interest.•Computational approaches have great potential for predicting the …

Polypharmacology in drug development: a minireview of current technologies

Z Tan, R Chaudhai, S Zhang - ChemMedChem, 2016 - Wiley Online Library
Polypharmacology, the process in which a single drug is able to bind to multiple targets
specifically and simultaneously, is an emerging paradigm in drug development. The potency …

A multidimensional strategy to detect polypharmacological targets in the absence of structural and sequence homology

JD Durrant, RE Amaro, L Xie… - PLoS computational …, 2010 - journals.plos.org
Conventional drug design embraces the “one gene, one drug, one disease” philosophy.
Polypharmacology, which focuses on multi-target drugs, has emerged as a new paradigm in …

Predicting targeted polypharmacology for drug repositioning and multi-target drug discovery

X Liu, F Zhu, XH Ma, Z Shi, SY Yang… - Current medicinal …, 2013 - ingentaconnect.com
Prediction of polypharmacology of known drugs and new molecules against selected
multiple targets is highly useful for finding new therapeutic applications of existing drugs …

Novel computational approaches to polypharmacology as a means to define responses to individual drugs

L Xie, L Xie, SL Kinnings… - Annual review of …, 2012 - annualreviews.org
Polypharmacology, which focuses on designing therapeutics to target multiple receptors,
has emerged as a new paradigm in drug discovery. Polypharmacological effects are an …

Computational multitarget drug design

W Zhang, J Pei, L Lai - Journal of chemical information and …, 2017 - ACS Publications
Designing drugs that can simultaneously interact with multiple targets is a promising
approach for treating complicated diseases. Compared to using combinations of single …

Polypharmacology in drug discovery: a review from systems pharmacology perspective

W Zhang, Y Bai, Y Wang, W Xiao - Current pharmaceutical …, 2016 - ingentaconnect.com
Background: The complexity of diseases has led to recent interest in polypharmacology,
which suggests that many effective drugs specially modulate multiple targets. Drugs with …