Definition
Relationships between drugs and their molecular targets can be characterized in a comprehensive manner using interaction networks.
Characteristics
For many years, the dominant approach of drug design has focused on the search for highly selective ligands targeting a specific disease-causing agent. However, this reductionist approach is now being questioned as many drugs are failing in late clinical development stages. It is estimated that as much as 30% of newly developed drugs fail due to a lack of efficacy and a similar rate due to harmful side effects (Hopkins 2008).
Systems biology has challenged this view by raising awareness that no component or process is isolated in biological systems. This principle applies to diseases as well, since many genes are related to more than one disease, and the pharmacology of drug-disease interactions reveals intricate connections between heterogeneous classes of therapies (Systems Pharmacology, Drug Disease Interactions).
A new...
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Berger SI, Iyengar R (2009) Network analyses in systems pharmacology. Bioinformatics 25:2466–2472
Dalkic E, Wang X, Wright W, Chan C (2010) Cancer-drugs associations: a complex system. PLoS One 5:e10031
Goh KI, Cusick ME, Valle D, Childs B, Vidal M, Barabási AL (2007) The human disease network. Proc Natl Acad Sci USA 104:8685–8690
Hopkins AL (2008) Network pharmacology: the next paradigm in drug discovery. Nat Chem Biol 4:682–690
Ma’ayan A, Jenkins SL, Goldfarb J, Iyengar R (2007) Network analysis of FDA approved drugs and their targets. Mt Sinai J Med 74:27–32
Nacher JC, Schwartz JM (2008) A global view of drug-therapy interactions. BMC Pharmacol 8:5
Schwartz JM, Nacher JC (2009) Local and global modes of drug action in biochemical networks. BMC Chem Biol 9:4
Shiwen Z, Li S (2010) Network-based relating pharmacological and genomic spaces for drug target identification. PLoS One 5:e11764
Spiro Z, Kovacs IA, Csermely P (2008) Drug therapy networks and the prediction of novel drug targets. J Biol 7:20
Yıldırım MA, Goh KI, Cusick ME, Barabási AL, Vidal M (2007) Drug-target network. Nat Biotechnol 25:1119–1126
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer Science+Business Media, LLC
About this entry
Cite this entry
Nacher, J.C., Schwartz, JM. (2013). Systems Pharmacology, Drug-Target Networks. In: Dubitzky, W., Wolkenhauer, O., Cho, KH., Yokota, H. (eds) Encyclopedia of Systems Biology. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-9863-7_576
Download citation
DOI: https://doi.org/10.1007/978-1-4419-9863-7_576
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4419-9862-0
Online ISBN: 978-1-4419-9863-7
eBook Packages: Biomedical and Life SciencesReference Module Biomedical and Life Sciences