Microbial fermentation of synthesis gas (syngas) is becoming more attractive for sustainable production of commodity chemicals. To date, syngas fermentation focuses mainly on the use of Clostridium species for the production of small organic molecules such as ethanol and acetate. The co-cultivation of syngas-fermenting microorganisms with chain-elongating bacteria can expand the range of possible products, allowing, for instance, the production of medium-chain fatty acids (MCFA) and alcohols from syngas. To explore these possibilities, we report herein a genome-scale, constraint-based metabolic model to describe growth of a co-culture of Clostridium autoethanogenum and Clostridium kluyveri on syngas for the production of valuable compounds. Community flux balance analysis was used to gain insight into the metabolism of the two strains and their interactions, and to reveal potential strategies enabling production of butyrate and hexanoate. The model suggests that one strategy to optimize the production of medium-chain fatty-acids from syngas would be the addition of succinate. According to the prediction, addition of succinate would increase the pool of crotonyl-CoA and the ethanol/acetate uptake ratio in C. kluyveri, resulting in a flux of up to 60% of electrons into hexanoate. Another potential way to further optimize butyrate and hexanoate production would be an increase of C. autoethanogenum ethanol production. Blocking either acetaldehyde dehydrogenase or formate dehydrogenase (ferredoxin) activity or formate transport, in the C. autoethanogenum metabolic model could potentially lead to an up to 150% increase in ethanol production. (C) 2020 The Author(s). Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology.
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Univ A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, SpainUniv A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, Spain
Abubackar, Haris Nalakath
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Fernandez-Naveira, Anxela
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Univ A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, SpainUniv A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, Spain
Fernandez-Naveira, Anxela
;
Veiga, Maria C.
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Univ A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, SpainUniv A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, Spain
Veiga, Maria C.
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Kennes, Christian
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Univ A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, SpainUniv A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, Spain
机构:
Univ Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Chang, Shyr-Shea
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Tu, Shenyinying
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Univ Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Tu, Shenyinying
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Baek, Kyung In
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Univ Calif Los Angeles, Sch Engn & Appl Sci, Dept Bioengn, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Baek, Kyung In
;
Pietersen, Andrew
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Univ Calif Los Angeles, Sch Engn & Appl Sci, Dept Bioengn, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Pietersen, Andrew
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Liu, Yu-Hsiu
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Natl Taiwan Univ, Dept Life Sci, Taipei, TaiwanUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Liu, Yu-Hsiu
;
Savage, Van M.
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Univ Calif Los Angeles, Dept Biomath, Los Angeles, CA USA
Univ Calif Los Angeles, Dept Ecol & Evolutionary Biol, Los Angeles, CA USA
Santa Fe Inst, Santa Fe, NM USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Savage, Van M.
;
Hwang, Sheng-Ping L.
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Acad Sinica, Inst Cellular & Organism Biol, Taipei, TaiwanUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Hwang, Sheng-Ping L.
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Hsiai, Tzung K.
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Univ Calif Los Angeles, Sch Engn & Appl Sci, Dept Bioengn, Los Angeles, CA 90024 USA
Univ Calif Los Angeles, Dept Med, Div Cardiol, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Hsiai, Tzung K.
;
Roper, Marcus
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Univ Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Univ Calif Los Angeles, Dept Biomath, Los Angeles, CA USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
机构:
Univ A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, SpainUniv A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, Spain
Abubackar, Haris Nalakath
;
Fernandez-Naveira, Anxela
论文数: 0引用数: 0
h-index: 0
机构:
Univ A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, SpainUniv A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, Spain
Fernandez-Naveira, Anxela
;
Veiga, Maria C.
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h-index: 0
机构:
Univ A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, SpainUniv A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, Spain
Veiga, Maria C.
;
Kennes, Christian
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h-index: 0
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Univ A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, SpainUniv A Coruna, Fac Sci, Chem Engn Lab, Rua Fraga 10, La Coruna 15008, Spain
机构:
Univ Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Chang, Shyr-Shea
;
Tu, Shenyinying
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Tu, Shenyinying
;
Baek, Kyung In
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Sch Engn & Appl Sci, Dept Bioengn, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Baek, Kyung In
;
Pietersen, Andrew
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Sch Engn & Appl Sci, Dept Bioengn, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Pietersen, Andrew
;
Liu, Yu-Hsiu
论文数: 0引用数: 0
h-index: 0
机构:
Natl Taiwan Univ, Dept Life Sci, Taipei, TaiwanUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Liu, Yu-Hsiu
;
Savage, Van M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Biomath, Los Angeles, CA USA
Univ Calif Los Angeles, Dept Ecol & Evolutionary Biol, Los Angeles, CA USA
Santa Fe Inst, Santa Fe, NM USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Savage, Van M.
;
Hwang, Sheng-Ping L.
论文数: 0引用数: 0
h-index: 0
机构:
Acad Sinica, Inst Cellular & Organism Biol, Taipei, TaiwanUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Hwang, Sheng-Ping L.
;
Hsiai, Tzung K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Sch Engn & Appl Sci, Dept Bioengn, Los Angeles, CA 90024 USA
Univ Calif Los Angeles, Dept Med, Div Cardiol, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Hsiai, Tzung K.
;
Roper, Marcus
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA
Univ Calif Los Angeles, Dept Biomath, Los Angeles, CA USAUniv Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA