Fathima Artnice Mega, Chuang Derrick, Laviña Walter Alvarez, Liao James, Putri Sastia Prama, Fukusaki Eiichiro
1Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871 Japan.
2Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, 5531 Boelter Hall, 420 Westwood Plaza, Los Angeles, CA 90095 USA.
Biotechnol Biofuels. 2018 Jul 9;11:188. doi: 10.1186/s13068-018-1187-8. eCollection 2018.
Metabolomics is the comprehensive study of metabolites that can demonstrate the downstream effects of gene and protein regulation, arguably representing the closest correlation with phenotypic features. Hence, metabolomics-driven approach offers an effective way to facilitate strain improvement. Previously, targeted metabolomics on the 1-butanol-producing cyanobacterial strain BUOHSE has revealed the reduction step from butanoyl-CoA to butanal, catalyzed by CoA-acylating propionaldehyde dehydrogenase (PduP), as a rate-limiting step in the CoA-dependent pathway. Moreover, an increase in acetyl-CoA synthesis rate was also observed in this strain, by which the increased rate of release of CoA from butanoyl-CoA was used to enhance formation of acetyl-CoA to feed into the pathway.
In the present study, a new strain (DC7) with an improved activity of PduP enzyme, was constructed using BUOHSE as the background strain. DC7 showed a 33% increase in 1-butanol production compared to BUOHSE. For a deeper understanding of the metabolic state of DC7, widely targeted metabolomics approach using ion-pair reversed-phase LC/MS was performed. Results showed a decreased level of butanoyl-CoA and an increased level of acetyl-CoA in DC7 compared to BUOHSE. This served as an indication that the previous bottleneck has been solved and free CoA regeneration increased upon the improvement of the PduP enzyme. In order to utilize the enhanced levels of acetyl-CoA in DC7 for 1-butanol production, overexpression of acetyl-CoA carboxylase (ACCase) in DC7 was performed by inserting the gene encoding an ACCase subunit from into the site. The resulting strain, named DC11, was able to reach a production titer of 418.7 mg/L in 6 days, compared to DC7 that approached a similar titer in 12 days. A maximum productivity of 117 mg/L/day was achieved between days 4 and 5 in DC11.
In this study, the iterative cycle of genetic modification based on insights from metabolomics successfully resulted in the highest reported 1-butanol productivity for engineered PCC 7942.
代谢组学是对代谢物的全面研究,它能够展示基因和蛋白质调控的下游效应,可以说与表型特征的相关性最为密切。因此,基于代谢组学的方法为促进菌株改良提供了一种有效途径。此前,对产1-丁醇的蓝藻菌株BUOHSE进行的靶向代谢组学研究表明,由辅酶A酰化丙醛脱氢酶(PduP)催化的从丁酰辅酶A到丁醛的还原步骤是辅酶A依赖性途径中的限速步骤。此外,在该菌株中还观察到乙酰辅酶A合成速率的增加,通过这种方式,丁酰辅酶A释放辅酶A的速率增加,用于增强乙酰辅酶A的形成,以进入该途径。
在本研究中,以BUOHSE为背景菌株构建了一种PduP酶活性得到改善的新菌株(DC7)。与BUOHSE相比,DC7的1-丁醇产量提高了33%。为了更深入地了解DC7的代谢状态,采用离子对反相液相色谱/质谱联用的广泛靶向代谢组学方法进行了研究。结果表明,与BUOHSE相比,DC7中丁酰辅酶A水平降低,乙酰辅酶A水平升高。这表明之前的瓶颈已得到解决,随着PduP酶的改良,游离辅酶A的再生增加。为了将DC7中升高的乙酰辅酶A水平用于1-丁醇生产,通过将编码乙酰辅酶A羧化酶(ACCase)亚基的基因插入到 位点,在DC7中过表达了ACCase。所得菌株命名为DC11,在6天内能够达到418.7 mg/L的产量,而DC7在12天内接近类似产量。DC11在第4天至第5天之间实现了117 mg/L/天的最高生产力。
在本研究中,基于代谢组学见解的基因改造迭代循环成功实现了工程化聚球藻PCC 7942报道的最高1-丁醇生产力。