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Caught between a ROCK and a hard place: current challenges in structure-based drug design
1Medicinal Chemistry and Drug Design Technologies Department, Chiesi Farmaceutici S.p.A, Research Center, Largo Belloli 11/a, 43122 Parma, Italy.
Structure-based drug design (SBDD) faces ongoing challenges despite numerous experimental structures. This review highlights common hurdles in computer-aided drug design (CADD) using Rho-associated protein kinase (ROCK) as a case study.
Area of Science:
- Medicinal Chemistry
- Computational Biology
- Drug Discovery
Background:
- Structure-based drug design (SBDD) has advanced significantly with increased availability of experimental target structures.
- Despite progress, computer-aided drug design (CADD) implementation remains complex and faces persistent challenges.
Purpose of the Study:
- To illustrate the practical challenges encountered in daily CADD workflows.
- To manage expectations regarding CADD capabilities and inform non-CADD scientists about existing difficulties.
Main Methods:
- Utilized public domain structures and data for Rho-associated protein kinase (ROCK).
- Employed a case study approach focusing on a specific drug target (ROCK) to demonstrate CADD complexities.
Main Results:
- Identified and detailed several common challenges faced by CADD scientists.
- The ROCK case study exemplifies the practical difficulties in applying CADD techniques.
Conclusions:
- CADD is not a straightforward process, even with abundant structural data.
- Understanding these challenges is crucial for realistic project planning and interdisciplinary collaboration in drug discovery.
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