Integrated systems pharmacology analysis of clinical drug-induced peripheral neuropathy.

ABSTRACT: A systems pharmacology approach was undertaken to define and identify the proteins/genes significantly associated with clinical incidence and severity of drug-induced peripheral neuropathy (DIPN). Pharmacological networks of 234 DIPN drugs, their known targets (both intended and unintended), and the intermediator proteins/genes interacting with these drugs via their known targets were examined. A permutation test identified 230 DIPN-associated intermediators that were enriched with apoptosis and stress response genes. Neuropathy incidence and severity were curated from drug labels and literature and were used to build a predictive model of DIPN using a regression tree algorithm, based on the drug targets and their intermediators. DIPN drugs whose targets interacted with both v-myc avian my

SUBMITTER: Hur J 

PROVIDER: S-EPMC4051377 | biostudies-literature | 2014 May

REPOSITORIES: biostudies-literature