Systems pharmacology: network analysis to identify multiscale mechanisms of drug action

S Zhao, R Iyengar - Annual review of pharmacology and …, 2012 - annualreviews.org
Systems approaches have long been used in pharmacology to understand drug action at
the organ and organismal levels. The application of computational and experimental …

[HTML][HTML] Systems approaches to polypharmacology and drug discovery

ADW Boran, R Iyengar - Current opinion in drug discovery & …, 2010 - ncbi.nlm.nih.gov
Abstract Systems biology uses experimental and computational approaches to characterize
large sample populations systematically, process large datasets, examine and analyze …

Role of systems pharmacology in understanding drug adverse events

SI Berger, R Iyengar - Wiley interdisciplinary reviews: systems …, 2011 - Wiley Online Library
Abstract Systems pharmacology involves the application of systems biology approaches,
combining large‐scale experimental studies with computational analyses, to the study of …

Systems pharmacology to predict drug toxicity: integration across levels of biological organization

JPF Bai, DR Abernethy - Annual review of pharmacology and …, 2013 - annualreviews.org
To achieve sensitive and specific mechanism-based prediction of drug toxicity, the tools of
systems pharmacology will be integrated using structured ontological approaches, analytics …

Systems biology in drug discovery and development

EL Berg - Drug discovery today, 2014 - Elsevier
The complexity of human biology makes it challenging to develop safe and effective new
medicines. Systems biology omics-based efforts have led to an explosion of high-throughput …

Systems pharmacology and genome medicine: a future perspective

AD Wist, SI Berger, R Iyengar - Genome medicine, 2009 - Springer
Genome medicine uses genomic information in the diagnosis of disease and in prescribing
treatment. This transdisciplinary field brings together knowledge on the relationships …

Network analyses in systems pharmacology

SI Berger, R Iyengar - Bioinformatics, 2009 - academic.oup.com
Abstract Systems pharmacology is an emerging area of pharmacology which utilizes
network analysis of drug action as one of its approaches. By considering drug actions and …

Parsing interindividual drug variability: an emerging role for systems pharmacology

RM Turner, BK Park… - … Reviews: Systems Biology …, 2015 - Wiley Online Library
There is notable interindividual heterogeneity in drug response, affecting both drug efficacy
and toxicity, resulting in patient harm and the inefficient utilization of limited healthcare …

Systems medicine: evolution of systems biology from bench to bedside

RS Wang, BA Maron, J Loscalzo - … Reviews: Systems Biology …, 2015 - Wiley Online Library
High‐throughput experimental techniques for generating genomes, transcriptomes,
proteomes, metabolomes, and interactomes have provided unprecedented opportunities to …

Advanced systems biology methods in drug discovery and translational biomedicine

J Zou, MW Zheng, G Li, ZG Su - BioMed research international, 2013 - Wiley Online Library
Systems biology is in an exponential development stage in recent years and has been
widely utilized in biomedicine to better understand the molecular basis of human disease …