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The Journey of Early Drug Discovery

From Target Identification to Preclinical Candidates
30 December 2025 by
The Journey of Early Drug Discovery
amedeo.chiappini@metrika.online

Drug discovery is a complex and fascinating process, with its earliest steps laying the foundation for future breakthroughs in medicine. At the heart of this journey is the critical task of identifying the optimal biological target—an essential starting point for developing treatments that can change lives.

Pinpointing the Right Target

The first and most crucial step in early drug discovery is selecting the biological target that plays a significant role in the pathogenesis or progression of a disease. This isn’t just about picking any molecule; it’s about finding one whose modulation—whether by enhancing or inhibiting its activity—leads to measurable, positive changes in disease outcomes while minimizing unwanted side effects.

Validating the Target: Science Meets Strategy

Target identification and validation are guided by therapeutic area-specific strategies and several core principles:

  • Disease Association: Establishing a strong, evidence-based link between the target and the disease is paramount. Without this connection, efforts may be misdirected.
  • Preclinical Evidence: Researchers employ in vitro models (such as cellular or tissue-specific assays) and in vivo systems (like transgenic animal models) to confirm the target’s role in disease mechanisms.
  • Literature and Competitor Analysis: Insights from published research and an understanding of the competitive landscape help ensure that only the most promising targets move forward.

A rigorous, evidence-based approach is essential. Only those targets that withstand this scrutiny progress to the next stages of drug discovery.

Discovering and Optimizing Molecules

Once a validated target is in hand, the next phase is to identify and optimize molecules capable of modulating its activity. Scientists use multiple strategies, including high-throughput screening (HTS), structure-based design, and virtual screening, to discover chemical entities or biologics that interact with the target.

The initial molecules, known as “hit compounds,” undergo iterative cycles of chemical optimization, supported by both in vitro and in vivo testing.

Key Objectives in Molecule Optimization

During this process, researchers focus on several critical objectives:

  • Efficacy Improvement: Enhancing the compound’s biological activity to ensure it has the desired therapeutic effect.
  • Pharmacokinetics Optimization: Achieving favorable absorption, distribution, metabolism, and excretion (ADME) profiles.
  • Safety Profiling: Ensuring minimal toxicity and reducing off-target effects.
  • Pharmaceutical Development: Addressing formulation, scalability, and manufacturability to prepare for future clinical development.

The Goal: A Preclinical Candidate

The ultimate aim is to deliver a “preclinical candidate” that strikes the optimal balance between efficacy, safety, and developability. Success at this stage demands a multidisciplinary and integrated approach, drawing on expertise from medicinal and computational chemistry, pharmacology, pharmacokinetics, and toxicology.

Collaboration: The Key to Innovation

Collaboration across these disciplines is essential to accelerate the discovery of innovative therapeutics. By working together, scientists can overcome challenges, share insights, and drive the development of new medicines that have the potential to transform patient care.

Conclusion:

Early drug discovery is a journey of scientific rigor, strategic thinking, and collaborative effort. By focusing on robust target identification, thorough validation, and meticulous molecule optimization, researchers pave the way for the next generation of life-changing therapies.

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