![ISPOR Europe 2024 – May 5-8. Register now.]({"type":"image" , "src" : "/sda/112342/JournalAd-ISPOR-2024-Leaderboard.jpg"})
![Sample our Bioscience journals, sign in here to start your access, Latest two full volumes FREE to you for 14 days]({"type":"image" , "src" : "/sda/5925/TOC-Subject-Sample-2021-Bioscience.jpg"})
Abstract
Background: One of the primary pillars of drug discovery is the drug target, its relationship to both the drugs designed against it and the biological processes in which it is involved. Here we review the informatics approaches required to build a complete catalogue of known drug targets. Objective: Using Pfizer's internal target database as a narrative, we review the steps involved in the construction of an integrated, enterprise target-informatics system. We consider how compiling the drug target universe requires integration across several resources such as competitor intelligence and pharmacological activity databases, as well as input from techniques such as text-mining. In particular, we address data standards and the complexities of representing targets in a structured ontology as well as opportunities for future development. Conclusion: Drug target-orientated databases address important areas of drug discovery such as chemogenomics, drug/candidate repurposing and business intelligence. As research in industry and academia drives continued expansion of the druggable genome, it is crucial that such systems be maintained to provide an accurate picture of the landscape. This power of this information stretches beyond drug discovery and into the wider scientific community where small molecule tool compounds can enable the dissection of complex cellular pathways.
Acknowledgements
We acknowledge the many Pfizer colleagues in the Computational Sciences, eBiology and Research Informatics groups who have contributed to applications and infrastructure in the drug target space. We thank S Campbell for and Brouwer, J Lanfear, M Barnes, A Pike, P Thadeio and P Whiting for input and discussion. Finally, we thank the reviewers for their suggestions to improve the manuscript.