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Updated: May 7, 2026

Nano-Differential Scanning Fluorimetry for Screening in Fragment-based Lead Discovery
Published on: May 16, 2021
Neoclassic drug discovery: the case for lead generation using phenotypic and functional approaches
11Quantitative and Structural Biology, Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN, USA.
Phenotypic drug discovery (PDD) is regaining favor in pharmaceuticals, outperforming target-based drug discovery (TDD) in identifying novel drugs. This shift emphasizes physiology-based approaches over genomics-driven strategies.
Area of Science:
- Pharmacology and Drug Discovery
- Biomolecular Screening
Background:
- Pharmaceutical innovation in new molecular entities has lagged.
- Early 2000s FDA approvals show phenotypic lead generation yielded more first-in-class drugs than molecularly targeted strategies.
- Challenges in target validation have diminished the impact of genomics in drug discovery.
Purpose of the Study:
- To introduce and overview special issues on Phenotypic Drug Discovery (PDD).
- To define PDD terminology and establish its business case.
- To discuss key PDD issues, challenges, and potential solutions.
Main Methods:
- Review of historical drug approval data (1999-2008) comparing phenotypic and target-based strategies.
- Discussion of organizational and implementation challenges in PDD.
- Exploration of a 'neoclassic' PDD vision integrating phenotypic, functional, and genomics-era technologies.
Main Results:
- Phenotypic strategies were more successful in identifying first-in-class small-molecule drugs compared to target-based approaches during the specified period.
- A growing trend in pharmaceutical companies is reconsidering PDD.
- Key issues in PDD include assay performance, chemical optimization, and target identification.
Conclusions:
- Phenotypic drug discovery (PDD) is re-emerging as a viable and effective strategy in pharmaceutical research.
- Addressing challenges in PDD implementation is crucial for its success.
- A hybrid approach combining PDD with modern technological innovations offers a promising future for drug discovery.
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