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Updated: Sep 13, 2026

Rapid Characterization of Genetic Parts with Cell-Free Systems
Published on: August 30, 2021
Accelerating natural product discovery, characterization and engineering by biofoundries
Ling Hu1,2, Yuwei Pan2,3, Huimin Zhao1,2,3,4,5,6
1Department of Chemical and Biomolecular Engineering, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA. zhao5@illinois.edu.
Abstract:
Covering: From early developments to the presentNatural product (NP) discovery is increasingly constrained by low-throughput screening, repeated rediscovery, and challenges in scaling genome mining-guided validation workflows. This highlight examines how automated biofoundries are accelerating NP discovery, characterization, and engineering through integrated design-build-test-learn (DBTL) cycles. We discuss recent advances in phenotype-first and genome-first discovery strategies enabled by robotics, high-throughput pathway reconstitution, and automated screening platforms. We further highlight emerging technologies, including cell-free biosynthesis, automated culturomics, programmable chassis engineering, and AI-assisted workflow orchestration, that may enable increasingly autonomous biofoundries for scalable exploration of NP chemical space and therapeutic discovery.
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