Exploring off-targets and off-systems for adverse drug reactions via chemical-protein interactome--clozapine-induced agranulocytosis as a case study

• Published in: PLoS computational biology 2011-03, Vol.7 (3), p.e1002016
• Main Authors: Yang, Lun, Wang, Kejian, Chen, Jian, Jegga, Anil G, Luo, Heng, Shi, Leming, Wan, Chunling, Guo, Xizhi, Qin, Shengying, He, Guang, Feng, Guoyin, He, Lin
• Format: Article
• Language: English
• Subjects: Adverse and side effects; Agranulocytosis; Agranulocytosis - chemically induced; Benzodiazepines - pharmacology; Biology; Biomarkers; Biomarkers - metabolism; Case studies; Cell Line, Tumor; Chemistry; Clozapine; Clozapine - adverse effects; Complications and side effects; Computational Biology - methods; Dimensional analysis; Dosage and administration; Drug therapy; Drug-Related Side Effects and Adverse Reactions - chemically induced; Drugs; GABA Antagonists - adverse effects; Gene expression; Granulocytopenia; HSP70 Heat-Shock Proteins - genetics; Humans; Medicine; Protein Interaction Mapping - methods; Proteins; Proteomics - methods; Reactive Oxygen Species; Retrospective Studies; Risk Factors; Schizophrenia; Studies
• ISSN: 1553-7358; 1553-734X; 1553-7358
• DOI: 10.1371/journal.pcbi.1002016

In the era of personalized medical practice, understanding the genetic basis of patient-specific adverse drug reaction (ADR) is a major challenge. Clozapine provides effective treatments for schizophrenia but its usage is limited because of life-threatening agranulocytosis. A recent high impact study showed the necessity of moving clozapine to a first line drug, thus identifying the biomarkers for drug-induced agranulocytosis has become important. Here we report a methodology termed as antithesis chemical-protein interactome (CPI), which utilizes the docking method to mimic the differences in the drug-protein interactions across a panel of human proteins. Using this method, we identified HSPA1A, a known susceptibility gene for CIA, to be the off-target of clozapine. Furthermore, the mRNA expression of HSPA1A-related genes (off-target associated systems) was also found to be differentially expressed in clozapine treated leukemia cell line. Apart from identifying the CIA causal genes we identified several novel candidate genes which could be responsible for agranulocytosis. Proteins related to reactive oxygen clearance system, such as oxidoreductases and glutathione metabolite enzymes, were significantly enriched in the antithesis CPI. This methodology conducted a multi-dimensional analysis of drugs' perturbation to the biological system, investigating both the off-targets and the associated off-systems to explore the molecular basis of an adverse event or the new uses for old drugs.