Reconstruction and analyses of genome-scale halomonas metabolic network yield a highly efficient PHA production
In pursuit of reliable and efficient industrial microbes, this study integrates cutting-edge systems biology tools with <i>Halomonas bluephagenesis</i> TD01, a robust halophilic bacterium. We generated the complete and annotated circular genome sequence for this model organism, constructed and meticulously curated a genome-scale metabolic network, achieving striking 86.32% agreement with Biolog Phenotype Microarray data and visualize the network via an interactive Electron/Thrift server architecture. We then analyzed the genome-scale network using vertex sampling analysis (VSA) and found that productions of biomass, polyhydroxyalkanoates (PHA), citrate, acetate, and pyruvate are mutually competing. Recognizing the dynamic nature of <i>H. bluephagenesis</i> TD01, we further developed and implemented the hyper-cube-shrink-analysis (HCSA) framework to predict effects of nutrient availabilities and metabolic reactions in the model on biomass and PHA accumulation. We then, based on the analysis results, proposed and validate multi-step feeding strategies tailored to different fermentation stages. This integrated approach yielded remarkable results, with fermentation culminating in a cell dry weight of 100.4 g/L and 70% PHA content, surpassing previous benchmarks. Our findings exemplify the powerful potential of system-level tools in the design and optimization of industrial microorganisms, paving the way for more efficient and sustainable bio-based processes.
Authors
- Quan Yuan (ORCID: https://orcid.org/0000-0002-3085-431X)
- Zhengwei Xie
- Xinpei Sun (ORCID: https://orcid.org/0000-0002-7072-7737)
- Luhui Zhang
- Yongpan An
- Miaomiao Gao (ORCID: https://orcid.org/0000-0002-5381-4564)
- Jianwen Ye (ORCID: https://orcid.org/0000-0003-2562-7283)
- Xin Zhang (ORCID: https://orcid.org/0000-0003-2000-858X)
- Guo‐Qiang Chen (ORCID: https://orcid.org/0000-0002-7226-1782)
- Fei Sun (ORCID: https://orcid.org/0000-0002-6280-2063)
- Hongwu Ma
- Daqian Yang (ORCID: https://orcid.org/0009-0005-5329-4510)
- Yong Qian (ORCID: https://orcid.org/0000-0002-7113-9275)
- Yutong Chen
- Tao Chen (ORCID: https://orcid.org/0000-0001-9047-3343)
- Qian Wang (ORCID: https://orcid.org/0000-0003-0293-7369)
Institutions
- University of Wisconsin–Madison (US)
- Tianjin University (CN)
- Chinese Academy of Sciences (CN)
- Peking University (CN)
- King Center (US)
- Peking University Cancer Hospital (CN)
- Peking University International Hospital (CN)
- China National Chemical Engineering (China) (CN)
- Tianjin Institute of Industrial Biotechnology (CN)
- Center for Life Sciences (CN)
Publication Details
- Journal
- Metabolic Engineering Communications
- Published
- 2024-11-19
- DOI
- https://doi.org/10.1016/j.mec.2024.e00251
- Citations
- 4
- Primary Topic
- Microbial Metabolic Engineering and Bioproduction
- Type
- article
- Field-Weighted Citation Impact
- 0.94
Funders
- National Natural Science Foundation of China
- National Key Research and Development Program of China