[HTML][HTML] Searching for drug synergy in complex dose–response landscapes using an interaction potency model

B Yadav, K Wennerberg, T Aittokallio, J Tang - … and structural biotechnology …, 2015 - Elsevier
Rational design of multi-targeted drug combinations is a promising strategy to tackle the
drug resistance problem for many complex disorders. A drug combination is usually …

Systems pharmacology: bridging systems biology and pharmacokinetics-pharmacodynamics (PKPD) in drug discovery and development

PH Van der Graaf, N Benson - Pharmaceutical research, 2011 - Springer
Mechanistic PKPD models are now advocated not only by academic and industrial
researchers, but also by regulators. A recent development in this area is based on the …

A perspective on multi-target drug discovery and design for complex diseases

RR Ramsay, MR Popovic-Nikolic, K Nikolic… - Clinical and translational …, 2018 - Springer
Diseases of infection, of neurodegeneration (such as Alzheimer's and Parkinson's
diseases), and of malignancy (cancers) have complex and varied causative factors. Modern …

[HTML][HTML] Evaluation of synergism in drug combinations and reference models for future orientations in oncology

D Duarte, N Vale - Current Research in Pharmacology and Drug …, 2022 - Elsevier
Current cancer therapy includes a variety of strategies that can comprise only one type of
treatment or a combination of multiple treatments. Chemotherapy is still the gold standard for …

Integrated network pharmacology approach for drug combination discovery: a multi-cancer case study

A Federico, M Fratello, G Scala, L Möbus, A Pavel… - Cancers, 2022 - mdpi.com
Simple Summary Current treatments for complex diseases, including cancer, are generally
characterized by high toxicity due to their low selectivity for target cells. Moreover, patients …

SynPathy: Predicting drug synergy through drug-associated pathways using deep learning

YC Tang, A Gottlieb - Molecular Cancer Research, 2022 - AACR
Drug combination therapy has become a promising therapeutic strategy for cancer
treatment. While high-throughput drug combination screening is effective for identifying …

Chemical combination effects predict connectivity in biological systems

J Lehár, GR Zimmermann, AS Krueger… - Molecular systems …, 2007 - embopress.org
Efforts to construct therapeutically useful models of biological systems require large and
diverse sets of data on functional connections between their components. Here we show …

SynToxProfiler: An interactive analysis of drug combination synergy, toxicity and efficacy

A Ianevski, S Timonen, A Kononov… - PLoS computational …, 2020 - journals.plos.org
Drug combinations are becoming a standard treatment of many complex diseases due to
their capability to overcome resistance to monotherapy. In the current preclinical drug …

Systematic discovery of multicomponent therapeutics

AA Borisy, PJ Elliott, NW Hurst… - Proceedings of the …, 2003 - National Acad Sciences
Multicomponent therapies, originating through deliberate mixing of drugs in a clinical setting,
through happenstance, and through rational design, have a successful history in a number …

Rational approaches to targeted polypharmacology: creating and navigating protein–ligand interaction networks

JT Metz, PJ Hajduk - Current opinion in chemical biology, 2010 - Elsevier
Many successful drugs bind to and modulate multiple targets in vivo. Successfully navigating
protein–ligand polypharmacology will be a crucial and increasingly utilized component of …