Mechanistic modeling of redox balance effects on the fermentation of eucalyptus wood-derived xylose to acetone-butanol-ethanol

Biochemical Engineering Journal - Tập 190 - Trang 108738 - 2023
Elmer C. Rivera1, Daniel C. Assumpção2, Hyun J. Kwon1, Christopher C. Okonkwo3,4, Thaddeus C. Ezeji3, Rubens M. Filho5, Adriano P. Mariano5
1School of Engineering, Andrews University, Berrien Springs, MI, USA
2Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
3Department of Animal Science, The Ohio State University, and Ohio State Agricultural Research and Development Center, Wooster, OH, USA
4Biotechnology Program, College of Science, The Roux Institute, Northeastern University, Portland, ME, USA
5Laboratory of Optimization, Design, and Advanced Control – Fermentation Division (LOPCA-Ferm), School of Chemical Engineering, University of Campinas (UNICAMP), Campinas, SP, Brazil

Tài liệu tham khảo

Hoang, 2021, COVID-19 and the global shift progress to clean energy, J. Energy Resour. Technol., 143, 10.1115/1.4050779 Mara, 2022, The place of energy security in the national security framework: an assessment approach, Energies, 15, 658, 10.3390/en15020658 Antar, 2021, Biomass for a sustainable bioeconomy: an overview of world biomass production and utilization, Renew. Sust. Energ. Rev., 139, 10.1016/j.rser.2020.110691 Mankar, 2021, Pretreatment of lignocellulosic biomass: a review on recent advances, Bioresour. Technol., 334, 10.1016/j.biortech.2021.125235 Lange, 2021, Developing a sustainable and circular bio-based economy in EU: by partnering across sectors, upscaling and using new knowledge faster, and for the benefit of climate, environment & biodiversity, and people & business, Front. Bioeng. Biotechnol., 1456 Tsai, 2021, Evaluation of suitable mixture proportion compatibility of aviation fuel JET A-1 blended with butanol isomers, J. Therm. Anal. Calorim., 144, 403, 10.1007/s10973-021-10660-2 Kniaziewicz, 2022, Environmental characteristics of marine diesel engine fueled by butanol, Renew. Energy, 182, 887, 10.1016/j.renene.2021.10.068 Panoutsou, 2021, Advanced biofuels to decarbonise European transport by 2030: Markets, challenges, and policies that impact their successful market uptake, Energy Strategy Rev., 34, 10.1016/j.esr.2021.100633 Lovins, 2021, Decarbonizing Our Toughest Sectors-Profitably, MIT Sloan Manag. Rev., 63, 46 Okonkwo, 2019, Chromosomal integration of aldo-keto-reductase and short-chain dehydrogenase/reductase genes in Clostridium beijerinckii NCIMB 8052 enhanced tolerance to lignocellulose-derived microbial inhibitory compounds, Sci. Rep., 9, 1, 10.1038/s41598-019-44061-1 Agu, 2019, Metabolic engineering of Clostridium beijerinckii to improve glycerol metabolism and furfural tolerance, Biotechnol. Biofuels, 12, 1, 10.1186/s13068-019-1388-9 Branska, 2021, Changes in efflux pump activity of Clostridium beijerinckii throughout ABE fermentation, Appl. Microbiol. Biotechnol., 105, 877, 10.1007/s00253-020-11072-2 Ujor, 2014, Glycerol supplementation of the growth medium enhances in situ detoxification of furfural by Clostridium beijerinckii during butanol fermentation, Appl. Microbiol. Biotechnol., 98, 6511, 10.1007/s00253-014-5802-8 Jones, 1986, Acetone-butanol fermentation revisited, Microbiol. Rev., 50, 484, 10.1128/mr.50.4.484-524.1986 Qi, 2018, Improvement of butanol production in Clostridium acetobutylicum through enhancement of NAD(P)H availability, J. Ind. Microbiol. Biotechnol., 45, 993, 10.1007/s10295-018-2068-7 Li, 2011, An improved kinetic model for the acetone-butanol-ethanol pathway of Clostridium acetobutylicum and model-based perturbation analysis., BMC Syst. Biol., 5, 1 Raganati, 2015, Kinetic study of butanol production from various sugars by Clostridium acetobutylicum using a dynamic model, Biochem. Eng. J., 99, 156, 10.1016/j.bej.2015.03.001 Liao, 2015, Integrated, systems metabolic picture of acetone-butanol-ethanol fermentation by Clostridium acetobutylicum, PNAS, 112, 8505, 10.1073/pnas.1423143112 Buehler, 2016, Kinetic study of acetone-butanol-ethanol fermentation in continuous culture, PloS One, 11, 10.1371/journal.pone.0158243 Shinto, 2007, Kinetic modeling and sensitivity analysis of acetone–butanol–ethanol production, J. Biotechnol., 131, 45, 10.1016/j.jbiotec.2007.05.005 Assumpção, 2018, Resolving mismatches in the flexible production of ethanol and butanol from eucalyptus wood with vacuum fermentation, Bioprocess Biosyst. Eng., 41, 1651, 10.1007/s00449-018-1990-4 Qureshi, 2010, Production of butanol (a biofuel) from agricultural residues: Part I–Use of barley straw hydrolysate, Biomass-.-. Bioenerg., 34, 559, 10.1016/j.biombioe.2009.12.024 Mariano, 2012, Assessment of in situ butanol recovery by vacuum during acetone butanol ethanol (ABE) fermentation, J. Chem. Technol. Biotechnol., 87, 334, 10.1002/jctb.2717 Agu, 2016, Use of Cupriavidus basilensis-aided bioabatement to enhance fermentation of acid-pretreated biomass hydrolysates by Clostridium beijerinckii, J. Ind. Microbiol. Biotechnol., 43, 1215, 10.1007/s10295-016-1798-7 Rochón, 2017, Integrated ABE fermentation-gas stripping process for enhanced butanol production from sugarcane-sweet sorghum juices, Biomass-.-. Bioenergy, 98, 153, 10.1016/j.biombioe.2017.01.011 Liu, 2006, Construction and characterization of ack deleted mutant of Clostridium tyrobutyricum for enhanced butyric acid and hydrogen production, Biotechnol. Prog., 22, 1265, 10.1021/bp060082g Gheshlaghi, 2009, Metabolic pathways of clostridia for producing butanol, Biotechnol. Adv., 27, 764, 10.1016/j.biotechadv.2009.06.002 Zhou, 2018, Fuel, 226, 181, 10.1016/j.fuel.2018.04.019 Holland, 1978, Cognitive systems based on adaptive algorithms, 1978, 313 Mayank, 2013, Mathematical models of ABE fermentation: review and analysis, Crit. Rev. Biotechnol., 33, 419, 10.3109/07388551.2012.726208 Zhang, 2012, Biotransformation of furfural and 5-hydroxymethyl furfural (HMF) by Clostridium acetobutylicum ATCC 824 during butanol fermentation, N. Biotechnol., 29, 345, 10.1016/j.nbt.2011.09.001 Liu, 2018, The effect of furfural and 5–hydroxymethyl furfural on butyric acid fermentation by Clostridium tyrobutyricum, J. Chem. Technol. Biotechnol., 93, 849, 10.1002/jctb.5439 Shinto, 2008, Kinetic study of substrate dependency for higher butanol production in acetone–butanol–ethanol fermentation, Process Biochem, 43, 1452, 10.1016/j.procbio.2008.06.003 Vieira, 2021, Sugarcane bagasse hydrolysates as feedstock to produce the isopropanol-butanol-ethanol fuel mixture: effect of lactic acid derived from microbial contamination on Clostridium beijerinckii DSM 6423, Bioresour. Technol., 319, 10.1016/j.biortech.2020.124140 Girbal, 1994, Regulation of Clostridium acetobutylicum metabolism as revealed by mixed-substrate steady-state continuous cultures: role of NADH/NAD ratio and ATP pool, J. Bacteriol., 176, 6433, 10.1128/jb.176.21.6433-6438.1994 Cheng, 2019, Metabolic engineering of Clostridium carboxidivorans for enhanced ethanol and butanol production from syngas and glucose, Bioresour. Technol., 284, 415, 10.1016/j.biortech.2019.03.145 Li, 2014, Reducing cofactors contribute to the increase of butanol production by a wild-type Clostridium sp. strain BOH3, Bioresour. Technol., 155, 220, 10.1016/j.biortech.2013.12.089 Wang, 2018, Enhanced isopropanol–butanol–ethanol mixture production through manipulation of intracellular NAD (P) H level in the recombinant Clostridium acetobutylicum XY16, Biotechnol. Biofuels, 11, 1, 10.1186/s13068-018-1024-0