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Updated: Apr 22, 2026

Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
Published on: October 17, 2025
Digital switching in a biosensor circuit via programmable timing of gene availability
Nicolas Lapique1, Yaakov Benenson1
1Department of Biosystems Science and Engineering, Swiss Federal Institute of Technology Zurich (ETHZ), Basel, Switzerland.
Site-specific recombinases enable precise temporal control in synthetic biology gene circuits. This approach improves sensor performance and allows for cell type classification based on microRNA expression profiles.
Area of Science:
- Synthetic biology
- Molecular and cell biology
- Biotechnology
Background:
- Transient gene delivery is crucial for synthetic biology applications.
- Pre-steady-state dynamics challenge robust gene circuit function.
- Controlling gene availability is key for predictable circuit behavior.
Purpose of the Study:
- To demonstrate site-specific recombinases for programmable temporal control in multigene circuits.
- To enhance the performance of microRNA (miRNA) sensors.
- To enable cell type classification using miRNA expression profiles.
Main Methods:
- Utilized site-specific recombinases to program gene availability timing.
- Developed a proportional sensor for endogenous microRNA (miRNA).
- Assessed sensor performance, including dynamic range and specificity, and applied it for cell classification.
Main Results:
- Achieved significant reduction in sensor ground state leakage through component desynchronization.
- Demonstrated a 1,000-fold dynamic range for miRNA sensors, a substantial improvement over standard configurations.
- Successfully classified cell types based on miRNA profiles with >200-fold output differential and improved specificity for cytotoxic outputs.
Conclusions:
- Site-specific recombinases offer a powerful strategy for temporal control in gene circuit design.
- This method enhances sensor performance and enables novel applications like cell type classification.
- Judicious temporal control of genetic makeup opens new possibilities in synthetic biology.
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