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BioRxToolbox: a computational framework to streamline genetic circuit design in molecular data communications
Merve Gorkem Durmaz1, Neval Tulluk1, Recep Deniz Aksoy1
1Department of Computer Engineering, NETLAB, Bogazici University, Bebek, Istanbul 34342, Turkiye.
Synthetic Biology (Oxford, England)
|December 13, 2024
Summary
BioRxToolbox enables designing end-to-end molecular communication systems using synthetic biology. This framework encodes data, controls receiver cells, and minimizes signal interference for efficient biological data transmission.
Area of Science:
- Bioengineering
- Synthetic Biology
- Nanotechnology
Background:
- Molecular communication systems face challenges with signal distortion due to diffusing molecules.
- Existing models lack end-to-end system response, overlooking receiver detection of distorted signals.
Purpose of the Study:
- To present BioRxToolbox, a computational framework for designing diffusion-based, end-to-end molecular communication systems.
- To enable efficient data encoding and decoding using synthetic genetic circuits and novel molecular strategies.
Main Methods:
- Developed a novel framework for encoding information as molecular bursts.
- Implemented equalization techniques to minimize signal interference.
- Utilized two types of molecules: a data carrier and an antagonist for signal cancellation.
Main Results:
- Demonstrated BioRxToolbox with biological designs and simulations.
- Showcased efficient encoding and decoding of data bits.
- Identified optimal communication parameters and scenarios for cellular signal generation.
Conclusions:
- BioRxToolbox facilitates the design of robust molecular communication systems.
- The framework automates parameter selection and identifies efficient communication scenarios.
- This approach advances the integration of communication theory with synthetic biology for biological data transmission.
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