Unlocking applications of cell-free biotechnology through enhanced shelf-life and productivity of E. coli extracts.

ACS synthetic biology(2020)

引用 27|浏览1
暂无评分
摘要
Cell-Free Protein Synthesis (CFPS) is a platform biotechnology that enables a breadth of applications. However, field applications remain limited due to the poor shelf-stability of aqueous cell extracts required for CFPS. Lyophilization of extracts improves shelf-life but remains insufficient for extended storage at room temperature. To address this limitation, we mapped the chemical space of ten low-cost additives with four distinct mechanisms of action in a combinatorial manner to identify formulations capable of stabilizing lyophilized cell extract. We report three key findings: 1) unique additive formulations that maintain full productivity of cell extracts stored at 4˚C and 23˚C; 2) additive formulations that enhance extract productivity by nearly 2-fold; 3) a machine learning algorithm that provides predictive capacity for the stabilizing effects of additive formulations that were not tested experimentally. These findings provide a simple and low-cost advance toward making CFPS field-ready and cost-competitive for biomanufacturing.
更多
查看译文
关键词
cell-free protein synthesis,in vitro transcription/translation,lyophilization,synthetic biology,machine learning
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要