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Machine learning-driving optimization and spatial assembly of a cell-free system for high-yield liquiritigenin production

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Liquiritigenin is a medicinal flavonoid whose production is constrained by inefficient plant extraction and complex chemical synthesis. To overcome this, we developed a modular cell-free multi-enzyme system for its efficient biosynthesis from tyrosine, integra... ...