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Updated: Nov 8, 2025

Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
Published on: July 8, 2025
Transferrin receptor targeting by de novo sheet extension
Danny D Sahtoe1,2,3, Adrian Coscia4, Nur Mustafaoglu5
1Department of Biochemistry, University of Washington, Seattle, WA 98195.
We developed a new method to design proteins that bind to specific targets by complementing exposed polar groups. This approach successfully created a protein that binds the human transferrin receptor (hTfR) and crosses a model of the blood-brain barrier (BBB).
Area of Science:
- Protein engineering
- Biochemistry
- Drug delivery
Background:
- Designing de novo protein-protein interactions is difficult due to the energetic cost of displacing water from polar groups.
- Exposed polar backbone groups on protein surfaces, particularly at beta sheet edges, present a design challenge.
- The human transferrin receptor (hTfR) is crucial for transporting proteins across the blood-brain barrier (BBB), offering a target for brain drug delivery.
Purpose of the Study:
- To develop a general computational strategy for designing proteins that bind to exposed polar backbone groups at beta sheet edges.
- To create novel protein binders for the human transferrin receptor (hTfR) to facilitate drug delivery across the blood-brain barrier (BBB).
Main Methods:
- Employed a computational design approach to create proteins that geometrically match and complement exposed polar backbone groups.
- Focused on designing binders for an exposed beta sheet on the hTfR.
- Validated the designed protein's binding affinity, stability, and ability to cross a microfluidic BBB model.
Main Results:
- Successfully designed a small protein binder that targets the hTfR.
- The designed protein exhibits a high binding affinity with a dissociation constant (Kd) of 20 nM.
- The protein is hyperstable and demonstrated the ability to traverse an in vitro microfluidic organ-on-a-chip model of the human BBB.
Conclusions:
- The described de novo protein design strategy is effective for targeting proteins with exposed beta edge strands.
- This approach offers a versatile method for creating therapeutic agents capable of crossing the BBB.
- The designed hTfR binder shows potential for future applications in brain drug delivery.
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