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Updated: May 1, 2026

Nano-Differential Scanning Fluorimetry for Screening in Fragment-based Lead Discovery
Published on: May 16, 2021
Current progress in Structure-Based Rational Drug Design marks a new mindset in drug discovery.
Valère Lounnas1, Tina Ritschel2, Jan Kelder3
1CMBI, NCMLS Radboud University, Nijmegen Medical Centre, Geert Grooteplein 26-28, 6525 GA Nijmegen, The Netherlands.
Structure-based drug design (SBDD) is regaining prominence in preclinical drug discovery over high-throughput screening (HTS). SBDD bridges the gap between initial hits and viable drug candidates by analyzing ligand-receptor interactions.
Area of Science:
- Biochemistry
- Computational Chemistry
- Pharmacology
Background:
- Preclinical drug discovery faces challenges with high-throughput screening (HTS) yielding suboptimal results.
- A significant gap exists between identifying initial drug hits and developing preclinical candidates.
- Investigating ligand-receptor interactions is crucial for advancing drug development.
Purpose of the Study:
- To highlight the resurgence of structure-based drug design (SBDD) in modern drug discovery.
- To discuss the role of SBDD in overcoming limitations of traditional screening methods.
- To present case studies on SBDD applied to protein kinases (PK) and G-protein coupled receptors (GPCR).
Main Methods:
- Utilizing a combination of X-ray crystallography, bioinformatics, and molecular modeling.
- Generating and validating high-quality receptor homology models.
- Screening and tailoring virtual libraries based on rational design principles.
Main Results:
- SBDD, integrating various techniques, demonstrates successful conversion of hits into drug candidates.
- Advances in understanding the role of water in binding free energy calculations.
- Demonstrated utility of SBDD for targets like protein kinases and GPCRs.
Conclusions:
- Structure-based drug design (SBDD) offers a powerful, rational approach to drug discovery.
- Synergistic application of multiple techniques enhances SBDD success rates.
- SBDD provides valuable insights into current possibilities and limitations in developing new therapeutics.
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