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Oehlenschläger K, Volkmar M, Stiefelmaier J, Langsdorf A, Holtmann D, Tippkötter N, Ulber R. New insights into the influence of pre-culture on robust solvent production of C. acetobutylicum. Appl Microbiol Biotechnol 2024; 108:143. [PMID: 38231267 PMCID: PMC10794392 DOI: 10.1007/s00253-023-12981-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 12/07/2023] [Accepted: 12/20/2023] [Indexed: 01/18/2024]
Abstract
Clostridia are known for their solvent production, especially the production of butanol. Concerning the projected depletion of fossil fuels, this is of great interest. The cultivation of clostridia is known to be challenging, and it is difficult to achieve reproducible results and robust processes. However, existing publications usually concentrate on the cultivation conditions of the main culture. In this paper, the influence of cryo-conservation and pre-culture on growth and solvent production in the resulting main cultivation are examined. A protocol was developed that leads to reproducible cultivations of Clostridium acetobutylicum. Detailed investigation of the cell conservation in cryo-cultures ensured reliable cell growth in the pre-culture. Moreover, a reason for the acid crash in the main culture was found, based on the cultivation conditions of the pre-culture. The critical parameter to avoid the acid crash and accomplish the shift to the solventogenesis of clostridia is the metabolic phase in which the cells of the pre-culture were at the time of inoculation of the main culture; this depends on the cultivation time of the pre-culture. Using cells from the exponential growth phase to inoculate the main culture leads to an acid crash. To achieve the solventogenic phase with butanol production, the inoculum should consist of older cells which are in the stationary growth phase. Considering these parameters, which affect the entire cultivation process, reproducible results and reliable solvent production are ensured. KEY POINTS: • Both cryo- and pre-culture strongly impact the cultivation of C. acetobutylicum • Cultivation conditions of the pre-culture are a reason for the acid crash • Inoculum from cells in stationary growth phase ensures shift to solventogenesis.
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Affiliation(s)
- Katharina Oehlenschläger
- Institute of Bioprocess Engineering, University of Kaiserslautern-Landau, Gottlieb-Daimler-Straße 49, 67663, Kaiserslautern, Germany
| | - Marianne Volkmar
- Institute of Bioprocess Engineering, University of Kaiserslautern-Landau, Gottlieb-Daimler-Straße 49, 67663, Kaiserslautern, Germany
| | - Judith Stiefelmaier
- Institute of Bioprocess Engineering, University of Kaiserslautern-Landau, Gottlieb-Daimler-Straße 49, 67663, Kaiserslautern, Germany
| | - Alexander Langsdorf
- Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen, Wiesenstraße 14, 35390, Giessen, Germany
| | - Dirk Holtmann
- Institute of Process Engineering in Life Sciences, Karlsruhe Institute of Technology, Kaiserstraße 12, 76131, Karlsruhe, Germany
| | - Nils Tippkötter
- Institute of Bioprocess Engineering and Downstream Processing, University of Applied Sciences Aachen, Heinrich-Mußmann-Straße 1, 52428, Jülich, Germany
| | - Roland Ulber
- Institute of Bioprocess Engineering, University of Kaiserslautern-Landau, Gottlieb-Daimler-Straße 49, 67663, Kaiserslautern, Germany.
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2
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Romans-Casas M, Feliu-Paradeda L, Tedesco M, Hamelers HV, Bañeras L, Balaguer MD, Puig S, Dessì P. Selective butyric acid production from CO 2 and its upgrade to butanol in microbial electrosynthesis cells. ENVIRONMENTAL SCIENCE AND ECOTECHNOLOGY 2024; 17:100303. [PMID: 37635954 PMCID: PMC10457423 DOI: 10.1016/j.ese.2023.100303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 07/16/2023] [Accepted: 07/22/2023] [Indexed: 08/29/2023]
Abstract
Microbial electrosynthesis (MES) is a promising carbon utilization technology, but the low-value products (i.e., acetate or methane) and the high electric power demand hinder its industrial adoption. In this study, electrically efficient MES cells with a low ohmic resistance of 15.7 mΩ m2 were operated galvanostatically in fed-batch mode, alternating periods of high CO2 and H2 availability. This promoted acetic acid and ethanol production, ultimately triggering selective (78% on a carbon basis) butyric acid production via chain elongation. An average production rate of 14.5 g m-2 d-1 was obtained at an applied current of 1.0 or 1.5 mA cm-2, being Megasphaera sp. the key chain elongating player. Inoculating a second cell with the catholyte containing the enriched community resulted in butyric acid production at the same rate as the previous cell, but the lag phase was reduced by 82%. Furthermore, interrupting the CO2 feeding and setting a constant pH2 of 1.7-1.8 atm in the cathode compartment triggered solventogenic butanol production at a pH below 4.8. The efficient cell design resulted in average cell voltages of 2.6-2.8 V and a remarkably low electric energy requirement of 34.6 kWhel kg-1 of butyric acid produced, despite coulombic efficiencies being restricted to 45% due to the cross-over of O2 and H2 through the membrane. In conclusion, this study revealed the optimal operating conditions to achieve energy-efficient butyric acid production from CO2 and suggested a strategy to further upgrade it to valuable butanol.
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Affiliation(s)
- Meritxell Romans-Casas
- LEQUiA, Institute of the Environment, University of Girona. Campus Montilivi, Carrer Maria Aurèlia Capmany 69, E-17003, Girona, Spain
| | - Laura Feliu-Paradeda
- Molecular Microbial Ecology Group, Institute of Aquatic Ecology, University of Girona, Maria Aurèlia Capmany 40, 17003, Girona, Spain
| | - Michele Tedesco
- Wetsus, European Centre of Excellence for Sustainable Water Technology, Oostergoweg 9, 8911, MA, Leeuwarden, the Netherlands
| | - Hubertus V.M. Hamelers
- Wetsus, European Centre of Excellence for Sustainable Water Technology, Oostergoweg 9, 8911, MA, Leeuwarden, the Netherlands
| | - Lluis Bañeras
- Molecular Microbial Ecology Group, Institute of Aquatic Ecology, University of Girona, Maria Aurèlia Capmany 40, 17003, Girona, Spain
| | - M. Dolors Balaguer
- LEQUiA, Institute of the Environment, University of Girona. Campus Montilivi, Carrer Maria Aurèlia Capmany 69, E-17003, Girona, Spain
| | - Sebastià Puig
- LEQUiA, Institute of the Environment, University of Girona. Campus Montilivi, Carrer Maria Aurèlia Capmany 69, E-17003, Girona, Spain
| | - Paolo Dessì
- LEQUiA, Institute of the Environment, University of Girona. Campus Montilivi, Carrer Maria Aurèlia Capmany 69, E-17003, Girona, Spain
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3
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Volkmar M, Maus AL, Weisbrodt M, Bohlender J, Langsdorf A, Holtmann D, Ulber R. Municipal green waste as substrate for the microbial production of platform chemicals. BIORESOUR BIOPROCESS 2023; 10:43. [PMID: 38647939 PMCID: PMC10991188 DOI: 10.1186/s40643-023-00663-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 07/07/2023] [Indexed: 04/25/2024] Open
Abstract
In Germany alone, more than 5·106 tons of municipal green waste is produced each year. So far, this material is not used in an economically worthwhile way. In this work, grass clippings and tree pruning as examples of municipal green waste were utilized as feedstock for the microbial production of platform chemicals. A pretreatment procedure depending on the moisture and lignin content of the biomass was developed. The suitability of grass press juice and enzymatic hydrolysate of lignocellulosic biomass pretreated with an organosolv process as fermentation medium or medium supplement for the cultivation of Saccharomyces cerevisiae, Lactobacillus delbrueckii subsp. lactis, Ustilago maydis, and Clostridium acetobutylicum was demonstrated. Product concentrations of 9.4 gethanol L-1, 16.9 glactic acid L-1, 20.0 gitaconic acid L-1, and 15.5 gsolvents L-1 were achieved in the different processes. Yields were in the same range as or higher than those of reference processes grown in established standard media. By reducing the waste arising in cities and using municipal green waste as feedstock to produce platform chemicals, this work contributes to the UN sustainability goals and supports the transition toward a circular bioeconomy.
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Affiliation(s)
- Marianne Volkmar
- Institute of Bioprocess Engineering, University of Kaiserslautern-Landau, Gottlieb-Daimler-Straße 49, 67663, Kaiserslautern, Germany
| | - Anna-Lena Maus
- Institute of Bioprocess Engineering, University of Kaiserslautern-Landau, Gottlieb-Daimler-Straße 49, 67663, Kaiserslautern, Germany
| | - Martin Weisbrodt
- Institute of Bioprocess Engineering, University of Kaiserslautern-Landau, Gottlieb-Daimler-Straße 49, 67663, Kaiserslautern, Germany
| | - Jonathan Bohlender
- Institute of Bioprocess Engineering, University of Kaiserslautern-Landau, Gottlieb-Daimler-Straße 49, 67663, Kaiserslautern, Germany
| | - Alexander Langsdorf
- Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen, Wiesenstraße 14, 35390, Giessen, Germany
| | - Dirk Holtmann
- Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen, Wiesenstraße 14, 35390, Giessen, Germany
- Karlsruhe Institute of Technology, Institute of Process Engineering in Life Sciences, Kaiserstraße 12, 76131, Karlsruhe, Germany
| | - Roland Ulber
- Institute of Bioprocess Engineering, University of Kaiserslautern-Landau, Gottlieb-Daimler-Straße 49, 67663, Kaiserslautern, Germany.
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4
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Kumar M, Saini S, Gayen K. Exploring the Influence of pH on the Dynamics of Acetone-Butanol-Ethanol Fermentation. Microorganisms 2023; 11:1610. [PMID: 37375111 DOI: 10.3390/microorganisms11061610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 06/04/2023] [Accepted: 06/14/2023] [Indexed: 06/29/2023] Open
Abstract
Clostridium acetobutylicum is an anaerobic bacterium that is extensively studied for its ability to produce butanol. Over the past two decades, various genetic and metabolic engineering approaches have been used to investigate the physiology and regulation system of the biphasic metabolic pathway in this organism. However, there has been a relatively limited amount of research focused on the fermentation dynamics of C. acetobutylicum. In this study, we developed a pH-based phenomenological model to predict the fermentative production of butanol from glucose using C. acetobutylicum in a batch system. The model describes the relationship between the dynamics of growth and the production of desired metabolites and the extracellular pH of the media. Our model was found to be successful in predicting the fermentation dynamics of C. acetobutylicum, and the simulations were validated using experimental fermentation data. Furthermore, the proposed model has the potential to be extended to represent the dynamics of butanol production in other fermentation systems, such as fed-batch or continuous fermentation using single and multi-sugars.
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Affiliation(s)
- Manish Kumar
- Department of Chemical Engineering, Indian Institute of Technology Gandhinagar, Palaj, Gandhinagar 382055, Gujarat, India
| | - Supreet Saini
- Department of Chemical Engineering, Indian Institute of Technology Bombay, Powai, Mumbai 400076, Maharashtra, India
| | - Kalyan Gayen
- Department of Chemical Engineering, National Institute of Technology Agartala, Agartala 799053, Tripura, India
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5
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Biohydrogen production in an AFBR using sugarcane molasses. Bioprocess Biosyst Eng 2020; 44:307-316. [PMID: 32978660 DOI: 10.1007/s00449-020-02443-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2019] [Accepted: 09/09/2020] [Indexed: 10/23/2022]
Abstract
This study evaluated an anaerobic fluidized bed reactor to produce hydrogen from sugarcane molasses of 25 g-COD L-1. The reactor of 1.2 L working volume contained shredded tires as support material. The inoculum was sludge obtained in a UASB reactor of a sewage treatment plant. The AFBR was operated at hydraulic retention times of 12, 6, 4 and 3 h. The maximum hydrogen production rate (1.44 L-H2 h-1 L-1) and the highest hydrogen yield (3.07 mol-H2 mol-1-glucose) occurred at HRT of 4 and 6 h, respectively. The highest COD removal (23.3 ± 8.5%) was achieved at HRT of 12 h, while the HRT of 6 h presented the maximum carbohydrate conversion of 70.1 ± 2.2%. Ethanol (44-67%) and acetic acid (18-38%) were the main metabolites produced, emphasizing a predominance of ethanol-type fermentation pathway in the process. The PCR-DGGE analysis revealed that the bacterial community presented a maximum similarity of 88% between HRT of 4 and 3 h, indicating that the microbial dynamic altered as the organic load has increased. The highest Shannon-Winner index of 2.77 was obtained at HRT of 6 h, inferring that higher microbial diversity favored hydrogen production.
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6
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Wu Y, Wang Z, Xin X, Bai F, Xue C. Synergetic Engineering of Central Carbon, Energy, and Redox Metabolisms for High Butanol Production and Productivity by Clostridium acetobutylicum. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c01187] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Youduo Wu
- School of Bioengineering, Dalian University of Technology, Dalian 116024, China
- Engineering Research Center of Application and Transformation for Synthetic Biology, Dalian University of Technology, Dalian 116024, China
| | - Zhenzhong Wang
- School of Bioengineering, Dalian University of Technology, Dalian 116024, China
| | - Xin Xin
- School of Bioengineering, Dalian University of Technology, Dalian 116024, China
| | - Fengwu Bai
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Chuang Xue
- School of Bioengineering, Dalian University of Technology, Dalian 116024, China
- Engineering Research Center of Application and Transformation for Synthetic Biology, Dalian University of Technology, Dalian 116024, China
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7
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Li S, Huang L, Ke C, Pang Z, Liu L. Pathway dissection, regulation, engineering and application: lessons learned from biobutanol production by solventogenic clostridia. BIOTECHNOLOGY FOR BIOFUELS 2020; 13:39. [PMID: 32165923 PMCID: PMC7060580 DOI: 10.1186/s13068-020-01674-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 02/04/2020] [Indexed: 06/01/2023]
Abstract
The global energy crisis and limited supply of petroleum fuels have rekindled the interest in utilizing a sustainable biomass to produce biofuel. Butanol, an advanced biofuel, is a superior renewable resource as it has a high energy content and is less hygroscopic than other candidates. At present, the biobutanol route, employing acetone-butanol-ethanol (ABE) fermentation in Clostridium species, is not economically competitive due to the high cost of feedstocks, low butanol titer, and product inhibition. Based on an analysis of the physiological characteristics of solventogenic clostridia, current advances that enhance ABE fermentation from strain improvement to product separation were systematically reviewed, focusing on: (1) elucidating the metabolic pathway and regulation mechanism of butanol synthesis; (2) enhancing cellular performance and robustness through metabolic engineering, and (3) optimizing the process of ABE fermentation. Finally, perspectives on engineering and exploiting clostridia as cell factories to efficiently produce various chemicals and materials are also discussed.
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Affiliation(s)
- Shubo Li
- College of Light Industry and Food Engineering, Guangxi University, Nanning, 530004 China
| | - Li Huang
- College of Light Industry and Food Engineering, Guangxi University, Nanning, 530004 China
| | - Chengzhu Ke
- College of Light Industry and Food Engineering, Guangxi University, Nanning, 530004 China
| | - Zongwen Pang
- College of Life Science and Technology, Guangxi University, Nanning, 530005 China
| | - Liming Liu
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122 China
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8
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Temperature control as key factor for optimal biohydrogen production from thermomechanical pulping wastewater. Biochem Eng J 2018. [DOI: 10.1016/j.bej.2018.05.027] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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9
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Kushwaha D, Srivastava N, Mishra I, Upadhyay SN, Mishra PK. Recent trends in biobutanol production. REV CHEM ENG 2018. [DOI: 10.1515/revce-2017-0041] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Abstract
Finite availability of conventional fossil carbonaceous fuels coupled with increasing pollution due to their overexploitation has necessitated the quest for renewable fuels. Consequently, biomass-derived fuels are gaining importance due to their economic viability and environment-friendly nature. Among various liquid biofuels, biobutanol is being considered as a suitable and sustainable alternative to gasoline. This paper reviews the present state of the preprocessing of the feedstock, biobutanol production through fermentation and separation processes. Low butanol yield and its toxicity are the major bottlenecks. The use of metabolic engineering and integrated fermentation and product recovery techniques has the potential to overcome these challenges. The application of different nanocatalysts to overcome the existing challenges in the biobutanol field is gaining much interest. For the sustainable production of biobutanol, algae, a third-generation feedstock has also been evaluated.
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Affiliation(s)
- Deepika Kushwaha
- Department of Chemical Engineering and Technology, Indian Institute of Technology (BHU) , Varanasi 221005 , India
| | - Neha Srivastava
- Department of Chemical Engineering and Technology, Indian Institute of Technology (BHU) , Varanasi 221005 , India
| | - Ishita Mishra
- Green Brick Eco Solutions, Okha Industrial Area , New Delhi 110020 , India
| | - Siddh Nath Upadhyay
- Department of Chemical Engineering and Technology, Indian Institute of Technology (BHU) , Varanasi 221005 , India
| | - Pradeep Kumar Mishra
- Department of Chemical Engineering and Technology, Indian Institute of Technology (BHU) , Varanasi 221005 , India
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10
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Chen LJ, Wu YD, Xue C, Bai FW. Improving Fructose Utilization and Butanol Production by Clostridium acetobutylicum via Extracellular Redox Potential Regulation and Intracellular Metabolite Analysis. Biotechnol J 2017; 12. [PMID: 28731563 DOI: 10.1002/biot.201700198] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Revised: 06/30/2017] [Indexed: 12/15/2022]
Abstract
Jerusalem artichoke (JA) can grow well in marginal lands with high biomass yield, and thus is a potential energy crop for biorefinery. The major biomass of JA is from tubers, which contain inulin that can be easily hydrolyzed into a mixture of fructose and glucose, but fructose utilization for producing butanol as an advanced biofuel is poor compared to glucose-based ABE fermentation by Clostridium acetobutylicum. In this article, the impact of extracellular redox potential (ORP) on the process is studied using a mixture of fructose and glucose to simulate the hydrolysate of JA tubers. When the extracellular ORP is controlled above -460 mV, 13.2 g L-1 butanol is produced from 51.0 g L-1 total sugars (40.1 g L-1 fructose and 10.9 g L-1 glucose), leading to dramatically increased butanol yield and butanol/ABE ratio of 0.26 g g-1 and 0.67, respectively. Intracellular metabolite and q-PCR analysis further indicate that intracellular ATP and NADH availabilities are significantly improved together with the fructose-specific PTS expression at the lag phase, which consequently facilitate fructose transport, metabolic shift toward solventogenesis and carbon flux redistribution for butanol biosynthesis. Therefore, the extracellular ORP control can be an effective strategy to improve butanol production from fructose-based feedstock.
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Affiliation(s)
- Li-Jie Chen
- School of Life Science and Biotechnology, Dalian University of Technology, Dalian, China
| | - You-Duo Wu
- School of Life Science and Biotechnology, Dalian University of Technology, Dalian, China
| | - Chuang Xue
- School of Life Science and Biotechnology, Dalian University of Technology, Dalian, China
| | - Feng-Wu Bai
- School of Life Science and Biotechnology, Dalian University of Technology, Dalian, China.,School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
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11
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Johnravindar D, Murugesan K, Wong JWC, Elangovan N. Waste-to-biofuel: production of biobutanol from sago waste residues. ENVIRONMENTAL TECHNOLOGY 2017; 38:1725-1734. [PMID: 28091177 DOI: 10.1080/09593330.2017.1283362] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Accepted: 01/12/2017] [Indexed: 06/06/2023]
Abstract
The main concern of extensive production of biobutanol has been associated with the high cost of the substrate and the relatively low tolerance of Clostridia to biobutanol production. In this study, the use of fermentable cassava waste residue (CWR) as substrate for biobutanol production was investigated using solvent-tolerant Clostridium sp. Four of obligatory, solvent-producing bacteria were isolated from sago industry waste sites. The NSW, PNAS1, SB5 and SBI4 strains showed identical profiles of 16S rRNA gene sequence similarity of Bacillus coagulans, Clostridium bifermentans and Clostridium sp. (97% similarity) and a wide range of carbohydrate substrate; however, the CWR was found to be suitable for the production of biobutanol considerably. Batch culture study was carried out using parameters such as time and temperature and carbon sources have been studied and optimized. Using pre-optimized CWR medium, significant amount of solvent production was observed in NSW, PNAS1, SB5 and SBI4 with 1.53, 3.36, 1.56 and 2.5 g L-1of butanol yield and 6.84, 9.012, 8.32 and 8.22 g L-1of total solvents, respectively. On the basis of these studies, NSW is proposed to represent the B. coagulans for butanol production directly from sago waste residues.
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Affiliation(s)
- Davidraj Johnravindar
- a Department of Biotechnology , School of Biosciences, Periyar University , Salem , Tamil Nadu , India
| | - Kumarasamy Murugesan
- b Department of Environmental Science , Periyar University , Salem , Tamil Nadu , India
| | - Jonathan W C Wong
- c Applied Research Centre for Pearl River Delta Environment, Department of Biology , Hong Kong Baptist University , Kowloon , Hong Kong
| | - Namasivayam Elangovan
- a Department of Biotechnology , School of Biosciences, Periyar University , Salem , Tamil Nadu , India
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12
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Mathematical modelling of clostridial acetone-butanol-ethanol fermentation. Appl Microbiol Biotechnol 2017; 101:2251-2271. [PMID: 28210797 PMCID: PMC5320022 DOI: 10.1007/s00253-017-8137-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Revised: 01/14/2017] [Accepted: 01/16/2017] [Indexed: 12/24/2022]
Abstract
Clostridial acetone-butanol-ethanol (ABE) fermentation features a remarkable shift in the cellular metabolic activity from acid formation, acidogenesis, to the production of industrial-relevant solvents, solventogensis. In recent decades, mathematical models have been employed to elucidate the complex interlinked regulation and conditions that determine these two distinct metabolic states and govern the transition between them. In this review, we discuss these models with a focus on the mechanisms controlling intra- and extracellular changes between acidogenesis and solventogenesis. In particular, we critically evaluate underlying model assumptions and predictions in the light of current experimental knowledge. Towards this end, we briefly introduce key ideas and assumptions applied in the discussed modelling approaches, but waive a comprehensive mathematical presentation. We distinguish between structural and dynamical models, which will be discussed in their chronological order to illustrate how new biological information facilitates the ‘evolution’ of mathematical models. Mathematical models and their analysis have significantly contributed to our knowledge of ABE fermentation and the underlying regulatory network which spans all levels of biological organization. However, the ties between the different levels of cellular regulation are not well understood. Furthermore, contradictory experimental and theoretical results challenge our current notion of ABE metabolic network structure. Thus, clostridial ABE fermentation still poses theoretical as well as experimental challenges which are best approached in close collaboration between modellers and experimentalists.
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13
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Xue Q, Yang Y, Chen J, Chen L, Yang S, Jiang W, Gu Y. Roles of three AbrBs in regulating two-phase Clostridium acetobutylicum fermentation. Appl Microbiol Biotechnol 2016; 100:9081-9089. [PMID: 27276910 DOI: 10.1007/s00253-016-7638-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Accepted: 05/14/2016] [Indexed: 12/11/2022]
Abstract
Clostridium acetobutylicum is an important industrial microorganism for n-butanol bioproduction, and its transcription factor AbrB0310 regulates various important cellular processes. However, the roles of two abrB homologues, abrB1941 and abrB3647, have not been determined because they appear inactive during transcription. Here, we performed a detailed investigation into the function of abrB1941 and abrB3647 in C. acetobutylicum. Interestingly, we observed that AbrB3647 exerts an important influence on biphasic fermentation that opposes the influence of AbrB0310, while AbrB1941 might not be essential. When abrB3647 was disrupted using the Targetron system, a greatly improved cellular growth occurred. The following analysis shows that all three AbrBs participated in metabolically regulating acidogenesis, solventogenesis, and a two-phase transition in C. acetobutylicum, but the AbrB0310 and AbrB3647 functions were the most important. Moreover, the target genes subject to AbrB0310 and AbrB3647 regulation closely overlap. Based on these results, we will better understand the roles of the three AbrBs in regulating solventogenic clostridia cell physiology.
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Affiliation(s)
- Qiong Xue
- Laboratory of Synthetic Microbiology, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Yunpeng Yang
- Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai, 200032, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jun Chen
- Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai, 200032, China
| | - Lei Chen
- Laboratory of Synthetic Microbiology, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Sheng Yang
- Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai, 200032, China.,Jiangsu National Synergetic Innovation Center for Advanced Materials, SICAM, 200 North Zhongshan Road, Nanjing, 210009, China
| | - Weihong Jiang
- Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai, 200032, China. .,Jiangsu National Synergetic Innovation Center for Advanced Materials, SICAM, 200 North Zhongshan Road, Nanjing, 210009, China.
| | - Yang Gu
- Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai, 200032, China. .,Shanghai Collaborative Innovation Center for Biomanufacturing Technology, 130 Meilong Road, Shanghai, 200237, China.
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14
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Liao C, Seo SO, Lu T. System-level modeling of acetone-butanol-ethanol fermentation. FEMS Microbiol Lett 2016; 363:fnw074. [PMID: 27020410 DOI: 10.1093/femsle/fnw074] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/22/2016] [Indexed: 11/12/2022] Open
Abstract
Acetone-butanol-ethanol (ABE) fermentation is a metabolic process of clostridia that produces bio-based solvents including butanol. It is enabled by an underlying metabolic reaction network and modulated by cellular gene regulation and environmental cues. Mathematical modeling has served as a valuable strategy to facilitate the understanding, characterization and optimization of this process. In this review, we highlight recent advances in system-level, quantitative modeling of ABE fermentation. We begin with an overview of integrative processes underlying the fermentation. Next we survey modeling efforts including early simple models, models with a systematic metabolic description, and those incorporating metabolism through simple gene regulation. Particular focus is given to a recent system-level model that integrates the metabolic reactions, gene regulation and environmental cues. We conclude by discussing the remaining challenges and future directions towards predictive understanding of ABE fermentation.
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Affiliation(s)
- Chen Liao
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Seung-Oh Seo
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA Department of Food Science and Human Nutrition, University of Illinois at Urbana-Champaign, IL 61801, USA
| | - Ting Lu
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA Department of Physics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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15
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Batch and continuous thermophilic hydrogen fermentation of sucrose using anaerobic sludge from palm oil mill effluent via immobilisation technique. Process Biochem 2016. [DOI: 10.1016/j.procbio.2015.11.031] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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16
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Zhuang W, Yang J, Wu J, Liu D, Zhou J, Chen Y, Ying H. Extracellular polymer substances and the heterogeneity of Clostridium acetobutylicum biofilm induced tolerance to acetic acid and butanol. RSC Adv 2016. [DOI: 10.1039/c5ra24923f] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Extracellular polymer substances limited the transfer of harmful substances, and thus diluted their concentration in order to protect biofilm cells, enabling the maintenance of stability and increased tolerance to environmental stress.
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Affiliation(s)
- Wei Zhuang
- State Key Laboratory of Materials-Oriented Chemical Engineering
- Nanjing Tech University
- Nanjing 210009
- P. R. China
- College of Biotechnology and Pharmaceutical Engineering
| | - Jing Yang
- College of Biotechnology and Pharmaceutical Engineering
- National Engineering Technique Research Center for Biotechnology
- Nanjing Tech University
- Nanjing 211816
- P. R. China
| | - Jinglan Wu
- College of Biotechnology and Pharmaceutical Engineering
- National Engineering Technique Research Center for Biotechnology
- Nanjing Tech University
- Nanjing 211816
- P. R. China
| | - Dong Liu
- College of Biotechnology and Pharmaceutical Engineering
- National Engineering Technique Research Center for Biotechnology
- Nanjing Tech University
- Nanjing 211816
- P. R. China
| | - Jingwei Zhou
- College of Biotechnology and Pharmaceutical Engineering
- National Engineering Technique Research Center for Biotechnology
- Nanjing Tech University
- Nanjing 211816
- P. R. China
| | - Yong Chen
- State Key Laboratory of Materials-Oriented Chemical Engineering
- Nanjing Tech University
- Nanjing 210009
- P. R. China
- College of Biotechnology and Pharmaceutical Engineering
| | - Hanjie Ying
- State Key Laboratory of Materials-Oriented Chemical Engineering
- Nanjing Tech University
- Nanjing 210009
- P. R. China
- College of Biotechnology and Pharmaceutical Engineering
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17
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Vichuviwat R, Boonsombuti A, Luengnaruemitchai A, Wongkasemjit S. Enhanced butanol production by immobilized Clostridium beijerinckii TISTR 1461 using zeolite 13X as a carrier. BIORESOURCE TECHNOLOGY 2014; 172:76-82. [PMID: 25237776 DOI: 10.1016/j.biortech.2014.09.008] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Revised: 09/02/2014] [Accepted: 09/04/2014] [Indexed: 06/03/2023]
Abstract
Butanol production by cell immobilization onto porous materials-brick and zeolite 13X-was investigated using Clostridium beijerinckii TISTR 1461. Characterization results of two materials were completed to evaluate their potential as an immobilization carrier. Although zeolite has greater porosity than brick, it cannot be used for cell aggregation without treating with chemical. After immobilization, both materials can enhance butanol titers from 5.29 to 5.80g/L and 8.58g/L using brick and zeolite, respectively. Butanol to glucose yield also improved from 0.14 to 0.16g/g after immobilization. It was found that butanol production significantly increased due to an increase in buffering capacity, strong bonding between the zeolite surface and cell, and butanol tolerance. In addition, repeated batch fermentation was performed, demonstrating that cells immobilized onto zeolite 13X have high stability and potential for long-term use in continuous fermentation.
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Affiliation(s)
- Rapeephat Vichuviwat
- The Petroleum and Petrochemical College, Chulalongkorn University, Bangkok 10330, Thailand
| | - Akarin Boonsombuti
- The Petroleum and Petrochemical College, Chulalongkorn University, Bangkok 10330, Thailand
| | | | - Sujitra Wongkasemjit
- The Petroleum and Petrochemical College, Chulalongkorn University, Bangkok 10330, Thailand
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18
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Chemostat cultivation and transcriptional analyses of Clostridium acetobutylicum mutants with defects in the acid and acetone biosynthetic pathways. Appl Microbiol Biotechnol 2014; 98:9777-94. [DOI: 10.1007/s00253-014-6040-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2014] [Revised: 08/13/2014] [Accepted: 08/20/2014] [Indexed: 12/22/2022]
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19
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Kumar M, Saini S, Gayen K. Elementary mode analysis reveals that Clostridium acetobutylicum modulates its metabolic strategy under external stress. ACTA ACUST UNITED AC 2014; 10:2090-105. [DOI: 10.1039/c4mb00126e] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Clostridium acetobutylicumis a strict anaerobe which exhibits two distinct steps in its metabolic network.
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Affiliation(s)
- Manish Kumar
- Department of Chemical Engineering
- Indian Institute of Technology Gandhinagar
- Ahmedabad - 382424, India
| | - Supreet Saini
- Department of Chemical Engineering
- Indian Institute of Technology Bombay
- Mumbai - 400076, India
| | - Kalyan Gayen
- Department of Chemical Engineering
- National Institute of Technology Agartala
- Tripura - 799053, India
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