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Molecular Glue-Design-Evaluator (MOLDE): An Advanced Method for In-Silico Molecular Glue Design
A S Ben Geoffrey1, Deepak Agrawal1, Nagaraj M Kulkarni1
1Sravathi AI Technology Pvt. Ltd., 63-B, First Floor, Bommasandra Industrial Area, Bengaluru 560099, Karnataka, India.
ACS Omega
|March 3, 2025
Summary
This study introduces Molecular Glue-Designer-Evaluator (MOLDE), a novel computational method for designing molecular glues. MOLDE aims to accelerate the discovery of therapeutics for previously undruggable proteins by providing a rational design approach.
Area of Science:
- Medicinal Chemistry
- Computational Drug Design
- Structural Biology
Background:
- Small molecules are crucial for modulating protein function in disease therapy.
- Many proteins are undruggable due to lacking suitable binding pockets.
- Molecular glues offer a strategy to degrade undruggable proteins via proximity-induced degradation.
Purpose of the Study:
- To establish an in-silico method for the rational design of molecular glues.
- To address the lack of established computational approaches for molecular glue discovery.
- To accelerate the identification of novel molecular glues for therapeutic applications.
Main Methods:
- Leveraging known molecular glue-mediated ternary complexes.
- Deriving a computational rationale for molecular glue design.
- Developing the Molecular Glue-Designer-Evaluator (MOLDE) computational tool.
Main Results:
- Established a foundational in-silico rationale for molecular glue design.
- Developed a computational tool (MOLDE) for designing molecular glues.
- Demonstrated a pathway for accelerating the discovery of therapeutics for undruggable targets.
Conclusions:
- The development of MOLDE represents a significant contribution to in-silico drug design.
- This work facilitates the rational design and discovery of molecular glues.
- Accelerates the pursuit of therapies for previously undruggable proteins.
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