Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois, USA.
Biotechnol Bioeng. 2010 Jun 15;106(3):462-73. doi: 10.1002/bit.22673.
Sustainable microbial production of high-value organic compounds such as 3-hydroxypropanoate (3HP) is becoming an increasingly attractive alternative to organic syntheses that utilize petrochemical feedstocks. We applied the Biochemical Network Integrated Computational Explorer (BNICE) framework to the automated design and evaluation of novel biosynthetic routes for the production of 3HP from pyruvate. Among the pathways generated by the BNICE framework were all of the known pathways for the production of 3HP as well as numerous novel pathways. The pathways generated by BNICE were ranked based on four criteria: pathway length, thermodynamic feasibility, maximum achievable yield to 3HP from glucose, and maximum achievable activity at which 3HP can be produced. Four pathways emerged from this ranking as the most promising for the biosynthesis of 3HP, and three of these pathways, including the shortest pathways discovered, were novel. We also discovered novel routes for the biosynthesis of 28 commercially available compounds that are currently produced exclusively through organic synthesis. Examination of the optimal pathways for the biosynthesis of these 28 compounds in E. coli revealed pyruvate and succinate to be ideal intermediates for achieving high product yields from glucose.
可持续的微生物生产高价值有机化合物,如 3-羟基丙酸(3HP),正成为一种越来越有吸引力的替代方法,替代利用石化原料的有机合成方法。我们应用生物化学网络综合计算探索器(BNICE)框架,对从丙酮酸生产 3HP 的新型生物合成途径进行自动化设计和评估。在 BNICE 框架生成的途径中,既有已知的 3HP 生产途径,也有许多新的途径。BNICE 生成的途径根据四个标准进行排名:途径长度、热力学可行性、从葡萄糖到 3HP 的最大理论产率、以及 3HP 可产生的最大理论产率。有四条途径从这一排名中脱颖而出,最有希望用于 3HP 的生物合成,其中有三条途径是新发现的,包括发现的最短途径。我们还发现了 28 种商业上可获得的化合物的生物合成的新途径,这些化合物目前仅通过有机合成生产。对这 28 种化合物在大肠杆菌中的最佳生物合成途径的研究表明,丙酮酸和琥珀酸是从葡萄糖获得高产物产率的理想中间体。