Related Experiment Video
Updated: Jan 3, 2026

Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
Published on: October 17, 2025
Computational design of a modular protein sense-response system
Anum A Glasgow1, Yao-Ming Huang1, Daniel J Mandell1,2
1Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA.
Scientists engineered novel protein sensors using a computational strategy. This breakthrough enables linking biological processes to new signals, like farnesyl pyrophosphate detection.
Area of Science:
- Protein Engineering
- Synthetic Biology
- Computational Biology
Background:
- Living systems fundamentally sense and respond to signals.
- Despite advances in protein design, engineering new protein sensors remains challenging.
- A generalizable computational approach for arbitrary protein sensor design is lacking.
Purpose of the Study:
- To develop a generalizable computational strategy for designing novel sensor-actuator proteins.
- To create protein sensors capable of detecting specific small molecules.
- To demonstrate the functionality of engineered sensors in vitro and in cellular environments.
Main Methods:
- Designed de novo binding sites within heterodimeric protein-protein interfaces.
- Coupled ligand sensing to modular protein actuation using split reporters.
- Utilized computational modeling to guide the design of protein structures and binding pockets.
Main Results:
- Successfully designed and engineered protein sensors that respond to farnesyl pyrophosphate.
- Demonstrated sensor functionality both in vitro and within living cells.
- Validated the computational design by confirming the crystal structure of the engineered binding site matched the model.
Conclusions:
- The developed computational strategy provides a generalizable method for engineering new protein sensors.
- This approach facilitates the creation of biosensors for metabolic intermediates like farnesyl pyrophosphate.
- The strategy opens new possibilities for linking biological outputs to diverse chemical signals.
Related Concept Videos
Protein Complexes with Interchangeable Parts
The SCF ubiquitin ligase is a protein complex of five individual proteins. This complex attaches ubiquitin to other target proteins to mark them for degradation. In order...
Protein Complexes with Interchangeable Parts
Global Regulatory Systems
Mechanical Protein Function
Assembly of Signaling Complexes
Interaction domains in cell signaling
Interaction domains recognize exposed features of their binding partners containing post-translationally modified sequences,...
The Unfolded Protein Response

