Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College Street, Toronto, ON, M5S 3E5, Canada.
Department of Electrical and Computer Engineering, University of Toronto, 10 King's College Road, Ontario, Toronto, M5S 3G4, Canada.
Metab Eng. 2022 Nov;74:98-107. doi: 10.1016/j.ymben.2022.10.001. Epub 2022 Oct 13.
Rising concerns about climate change and sustainable energy have attracted efforts towards developing environmentally friendly alternatives to fossil fuels. Biosynthesis of n-butane, a highly desirable petro-chemical, fuel additive and diluent in the oil industry, remains a challenge. In this work, we first engineered enzymes Tes, Car and AD in the termination module to improve the selectivity of n-butane biosynthesis, and ancestral reconstruction and a synthetic RBS significantly improved the AD abundance. Next, we did ribosome binding site (RBS) calculation to identify potential metabolic bottlenecks, and then mitigated the bottleneck with RBS engineering and precursor propionyl-CoA addition. Furthermore, we employed a model-assisted strain design and a nonrepetitive extra-long sgRNA arrays (ELSAs) and quorum sensing assisted CRISPRi to facilitate a dynamic two-stage fermentation. Through systems engineering, n-butane production was increased by 168-fold from 0.04 to 6.74 mg/L. Finally, the maximum n-butane production from acetate was predicted using parsimonious flux balance analysis (pFBA), and we achieved n-butane production from acetate produced by electrocatalytic CO reduction. Our findings pave the way for selectively producing n-butane from renewable carbon source.
对气候变化和可持续能源的日益关注促使人们努力开发替代化石燃料的环保替代品。生物合成正丁烷,一种在石油工业中非常理想的石化燃料、燃料添加剂和稀释剂,仍然是一个挑战。在这项工作中,我们首先在终止模块中设计了 Tes、Car 和 AD 酶以提高正丁烷生物合成的选择性,并且祖先重建和合成 RBS 显著提高了 AD 的丰度。接下来,我们进行了核糖体结合位点 (RBS) 计算以识别潜在的代谢瓶颈,然后通过 RBS 工程和前体丙酰辅酶 A 添加来减轻瓶颈。此外,我们还采用了模型辅助的菌株设计和非重复的超长 sgRNA 阵列 (ELSAs) 和群体感应辅助的 CRISPRi 来促进动态两阶段发酵。通过系统工程,正丁烷的产量从 0.04 增加到 6.74mg/L,提高了 168 倍。最后,我们使用简约通量平衡分析 (pFBA) 预测了从乙酸盐生产正丁烷的最大产量,并且我们实现了从电催化 CO 还原产生的乙酸盐生产正丁烷。我们的研究结果为从可再生碳源选择性生产正丁烷铺平了道路。