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Updated: Feb 25, 2026

A Femtoliter Droplet Array for Massively Parallel Protein Synthesis from Single DNA Molecules
Published on: June 20, 2020
Cell-free extract based optimization of biomolecular circuits with droplet microfluidics
Yutaka Hori1, Chaitanya Kantak, Richard M Murray
1Department of Computing and Mathematical Sciences, California Institute of Technology, Pasadena, USA.
Abstract:
Engineering an efficient biomolecular circuit often requires time-consuming iterations of optimization. Cell-free protein expression systems allow rapid testing of biocircuits in vitro, speeding the design-build-test cycle of synthetic biology. In this paper, we combine this with droplet microfluidics to densely scan a transcription-translation biocircuit space. Our system assays millions of parameter combinations per hour, providing a detailed map of function. The ability to comprehensively map biocircuit parameter spaces allows accurate modeling to predict circuit function and identify optimal circuits and conditions.

