Identification and Development of New Medicines

Bringing a new drug to market is a complex, costly, and lengthy process, averaging $2.6 billion and about ten years of research and development. It involves multiple stages, from target discovery to post-approval monitoring, and relies heavily on innovation driven by collaboration among pharmaceutical sciences, biology, biochemistry, engineering, and artificial intelligence. Drug discovery can be divided into four main stages: target selection and validation; compound screening and optimization; preclinical studies; and clinical trials. First, researchers identify and validate a biological target associated with a disease using genomic, proteomic, and bioinformatic approaches. Next, potential compounds (“hits”) are identified through methods such as high-throughput and virtual screening, followed by iterative chemical optimization and functional testing. Promising candidates undergo preclinical in vivo studies to assess pharmacokinetics, pharmacodynamics, and toxicity. Clinical development proceeds in three phases: Phase I evaluates safety in healthy volunteers; Phase II assesses efficacy in patients; and Phase III confirms efficacy and safety in larger populations. After successful trials, regulatory agencies review the data for approval. While small molecules have long dominated due to their stability and oral bioavailability, biologics—such as monoclonal antibodies and mRNA-based therapies—have grown rapidly, highlighted by COVID-19 vaccine development and increasing FDA approvals.

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Publication Details

Journal
Journal of Pharmaceutical and BioTech Industry
Published
2026-05-18
DOI
https://doi.org/10.3390/jpbi3020011
Primary Topic
Computational Drug Discovery Methods
Type
article
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article

Identification and Development of New Medicines

Natalio Vita
Journal of Pharmaceutical and BioTech Industry
Computational Drug Discovery Methods
article

Identification and Development of New Medicines

Natalio Vita
article en

Abstract

Bringing a new drug to market is a complex, costly, and lengthy process, averaging $2.6 billion and about ten years of research and development. It involves multiple stages, from target discovery to post-approval monitoring, and relies heavily on innovation driven by collaboration among pharmaceutical sciences, biology, biochemistry, engineering, and artificial intelligence. Drug discovery can be divided into four main stages: target selection and validation; compound screening and optimization; preclinical studies; and clinical trials. First, researchers identify and validate a biological target associated with a disease using genomic, proteomic, and bioinformatic approaches. Next, potential compounds (“hits”) are identified through methods such as high-throughput and virtual screening, followed by iterative chemical optimization and functional testing. Promising candidates undergo preclinical in vivo studies to assess pharmacokinetics, pharmacodynamics, and toxicity. Clinical development proceeds in three phases: Phase I evaluates safety in healthy volunteers; Phase II assesses efficacy in patients; and Phase III confirms efficacy and safety in larger populations. After successful trials, regulatory agencies review the data for approval. While small molecules have long dominated due to their stability and oral bioavailability, biologics—such as monoclonal antibodies and mRNA-based therapies—have grown rapidly, highlighted by COVID-19 vaccine development and increasing FDA approvals.

Journal of Pharmaceutical and BioTech IndustryVol. 3(2)
Centre Hospitalier Universitaire de Toulouse (FR)
Industry, innovation and infrastructure
Openalex Percentile: Top 4%
Computational Drug Discovery Methods
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