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Emerging Landscape of Computational Modeling in Pharmaceutical Development

Yuriy A. Abramov, Guangxu Sun, Qun Zeng

2022Journal of Chemical Information and Modeling49 citationsDOI

Abstract

Computational chemistry applications have become an integral part of the drug discovery workflow over the past 35 years. However, computational modeling in support of drug development has remained a relatively uncharted territory for a significant part of both academic and industrial communities. This review considers the computational modeling workflows for three key components of drug preclinical and clinical development, namely, process chemistry, analytical research and development, as well as drug product and formulation development. An overview of the computational support for each step of the respective workflows is presented. Additionally, in context of solid form design, special consideration is given to modern physics-based virtual screening methods. This covers rational approaches to polymorph, coformer, counterion, and solvent virtual screening in support of solid form selection and design.

Topics & Concepts

WorkflowContext (archaeology)Computer scienceProcess (computing)Drug discoveryVirtual screeningDrug developmentComputational modelDevelopment (topology)Management scienceBiochemical engineeringData scienceSoftware engineeringChemistryEngineeringDrugArtificial intelligenceMedicineGeographyMathematicsArchaeologyPsychiatryDatabaseOperating systemMathematical analysisBiochemistryComputational Drug Discovery MethodsInnovative Microfluidic and Catalytic Techniques InnovationCrystallization and Solubility Studies
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