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Bioinformatics and metabolic flux analysis highlight a new mechanism involved in lactate oxidation in Clostridium tyrobutyricum

Munier, Edouard, Licandro, Hélène, Beuvier, Eric, Cachon, Rémy·2023·International Microbiology

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Abstract

Climate change and environmental issues compel us to find alternatives to the production of molecules of interest from petrochemistry. This study aims at understanding the production of butyrate, hydrogen, and CO 2 from the oxidation of lactate with acetate in Clostridium tyrobutyricum and thus proposes an alternative carbon source to glucose. This specie is known to produce more butyrate than the other butyrate-producing clostridia species due to a lack of solvent genesis phase. The recent discoveries on flavin-based electron bifurcation and confurcation mechanism as a mode of energy conservation led us to suggest a new metabolic scheme for the formation of butyrate from lactate-acetate co-metabolism. While searching for genes encoding for EtfAB complexes and neighboring genes in the genome of C. tyrobutyricum , we identified a cluster of genes involved in butyrate formation and another cluster involved in lactate oxidation homologous to Acetobacterium woodii . A phylogenetic approach encompassing other butyrate-producing and/or lactate-oxidizing species based on EtfAB complexes confirmed these results. A metabolic scheme on the production of butyrate, hydrogen, and CO 2 from the lactate-acetate co-metabolism in C. tyrobutyricum was constructed and then confirmed with data of steady-state continuous culture. This in silico metabolic carbon flux analysis model showed the coherence of the scheme from the carbon recovery, the cofactor ratio, and the ATP yield. This study improves our understanding of the lactate oxidation metabolic pathways and the role of acetate and intracellular redox balance, and paves the way for the production of molecules of interest as butyrate and hydrogen with C. tyrobutyricum .

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Fig. 1 Proposed scheme for the metabolic pathways involving lactate and acetate conversion in C. tyrobutyricum. LctP, lactate permease; LDH, lactate dehydrogenase; PFOR, pyruvate ferredoxine:oxidoreductase; PTA, phosphotransacetylase; ACK, acetate kinase; THL, thiolase; HBD, 3-hydroxybutyryl-CoA dehydrogenase; CRT, crotonase; BCD, butyryl-CoA dehydrogenase; CAT, CoA-transferase; HYD, hydrogenase
Fig. 1 Proposed scheme for the metabolic pathways involving lactate and acetate conversion in C. tyrobutyricum. LctP, lactate permease; LDH, lactate dehydrogenase; PFOR, pyruvate ferredoxine:oxidoreductase; PTA, phosphotransacetylase; ACK, acetate kinase; THL, thiolase; HBD, 3-hydroxybutyryl-CoA dehydrogenase; CRT, crotonase; BCD, butyryl-CoA dehydrogenase; CAT, CoA-transferase; HYD, hydrogenaseCC BY · PubMed Central
Fig. 2 Chromosome fragments (NZ_CP038158.1) of C. tyrobutyricum CIRM BIA 2237 containing EtfAB and FAD-binding oxidoreductase genes. EtfB (1: EZN00_RS10860, 2: EZN00_RS10795, 3: EZN00_RS08615), EtfA (1: EZN00_RS10865, 2: EZN00_RS10800, 3: EZN00_RS08620), FAD-binding oxidoreductase (1:: EZN00_RS10870; 3: EZN00_RS08625)
Fig. 2 Chromosome fragments (NZ_CP038158.1) of C. tyrobutyricum CIRM BIA 2237 containing EtfAB and FAD-binding oxidoreductase genes. EtfB (1: EZN00_RS10860, 2: EZN00_RS10795, 3: EZN00_RS08615), EtfA (1: EZN00_RS10865, 2: EZN00_RS10800, 3: EZN00_RS08620), FAD-binding oxidoreductase (1:: EZN00_RS10870; 3: EZN00_RS08625)CC BY · PubMed Central
Fig. 3 Putative lactate oxidation cluster of C. tyrobutyricum CIRM BIA 2237. Its identity percentage is compared with those from C. ljungdahlii DSM 13,528 et A. woodii DSM 1030. TR, transcriptional regulator (EZN00_RS08600, CLJU_RS10615, AWO_RS0440); L-lactate permease (EZN00_RS08605, CLJU_RS10610, and AWO_RS04425); lactate racemase (EZN00_RS08610, CLJU_RS10605, and AWO_RS04430); EtfB (EZN00_RS08615, CLJU_RS10600, and AWO_RS04410); EtfA (EZN00_RS08620, CLJU_RS10595, and AWO_RS04415); LDH, lactate dehydrogenase (EZN00_RS08625, CLJU_RS10590, and AWO_RS04420)
Fig. 3 Putative lactate oxidation cluster of C. tyrobutyricum CIRM BIA 2237. Its identity percentage is compared with those from C. ljungdahlii DSM 13,528 et A. woodii DSM 1030. TR, transcriptional regulator (EZN00_RS08600, CLJU_RS10615, AWO_RS0440); L-lactate permease (EZN00_RS08605, CLJU_RS10610, and AWO_RS04425); lactate racemase (EZN00_RS08610, CLJU_RS10605, and AWO_RS04430); EtfB (EZN00_RS08615, CLJU_RS10600, and AWO_RS04410); EtfA (EZN00_RS08620, CLJU_RS10595, and AWO_RS04415); LDH, lactate dehydrogenase (EZN00_RS08625, CLJU_RS10590, and AWO_RS04420)CC BY · PubMed Central
Fig. 4 Phylogenetic analysis of Etf complex protein sequences between different species. Orange, EtfAB coupled with acyl-CoA DH; red, EtfAB coupled with Hbd; green, EtfAB coupled FAD-binding oxidoreductase/LDH and lactate permease; blue, EtfAB-coupled FAD-binding oxidoreductase; black, out of any phylogenetic group
Fig. 4 Phylogenetic analysis of Etf complex protein sequences between different species. Orange, EtfAB coupled with acyl-CoA DH; red, EtfAB coupled with Hbd; green, EtfAB coupled FAD-binding oxidoreductase/LDH and lactate permease; blue, EtfAB-coupled FAD-binding oxidoreductase; black, out of any phylogenetic groupCC BY · PubMed Central
Fig. 5 Scheme of the metabolic flux distribution involving lactate and acetate conversion by C. tyrobutyricum. Using an MFA model with 100 mM–C of substrates (83 mM–C from lactate and 17 mM–C from acetate). All values are expressed in % of total carbon. Hatched arrows represent multiple metabolic reactions
Fig. 5 Scheme of the metabolic flux distribution involving lactate and acetate conversion by C. tyrobutyricum. Using an MFA model with 100 mM–C of substrates (83 mM–C from lactate and 17 mM–C from acetate). All values are expressed in % of total carbon. Hatched arrows represent multiple metabolic reactionsCC BY · PubMed Central

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Research works printed but not linked: 48

  1. Bao T, Feng J, Jiang W et al (2020) Recent advances in n-butanol and butyrate production using engineered Clostridium tyrobutyricum. World J Microbiol Biotechnol 36:138. https://doi.org/10.1007/s11274-020-02914-2 · DOI
  2. Bennett GN, Rudolph FB (1995) The central metabolic pathway from acetyl-CoA to butyryl-CoA in Clostridium acetobutylicum. FEMS Microbiol Rev 17:241–249. https://doi.org/10.1111/j.1574-6976.1995.tb00208.x · DOI
  3. Bryant MP, Burkey LA (1956) The characteristics of lactate-fermenting spore forming anaerobes from silage. J Bacteriol 71:43 · DOI
  4. Buckel W, Thauer RK (2018a) Flavin-based electron bifurcation, ferredoxin, flavodoxin, and anaerobic respiration with protons (Ech) or NAD+ (Rnf) as electron acceptors: a historical review. Front Microbiol 9:401. https://doi.org/10.3389/fmicb.2018.00401 · DOI
  5. Buckel W, Thauer RK (2018b) Flavin-based electron bifurcation, a new mechanism of biological energy coupling. Chem Rev 118:3862–3886. https://doi.org/10.1021/acs.chemrev.7b00707 · DOI · Paper page
  6. Cai G, Jin B, Saint C, Monis P (2010) Metabolic flux analysis of hydrogen production network by Clostridium butyricum W5: effect of pH and glucose concentrations. Int J Hydrog Energy 35:6681–6690. https://doi.org/10.1016/j.ijhydene.2010.04.097 · DOI
  7. Cheng H-H, Whang L-M, Lin C-A et al (2013) Metabolic flux network analysis of fermentative hydrogen production: using Clostridium tyrobutyricum as an example. Bioresour Technol 141:233–239. https://doi.org/10.1016/j.biortech.2013.03.141 · DOI
  8. Collins MD, Lawson PA, Willems A et al (1994) The phylogeny of the genus Clostridium: proposal of five new genera and eleven new species combinations. Int J Syst Bacteriol 44:812–826. https://doi.org/10.1099/00207713-44-4-812 · DOI
  9. Crabbendam PM, Neijssel OM, Tempest DW (1985) Metabolic and energetic aspects of the growth of Clostridium butyricum on glucose in chemostat culture. Arch Microbiol 142:375–382. https://doi.org/10.1007/BF00491907 · DOI
  10. Cummins CS, Johnson JL (1971) Taxonomy of the Clostridia: wall composition and DNA homologies in Clostridium butyricum and other butyric acid-producing Clostridia. J Gen Microbiol 67:33–46. https://doi.org/10.1099/00221287-67-1-33 · DOI
  11. D’Incecco P, Pellegrino L, Hogenboom JA et al (2018) The late blowing defect of hard cheeses: behaviour of cells and spores of Clostridium tyrobutyricum throughout the cheese manufacturing and ripening. LWT - Food Sci Technol 87:134–141. https://doi.org/10.1016/j.lwt.2017.08.083 · DOI
  12. Detman A, Mielecki D, Chojnacka A et al (2019) Cell factories converting lactate and acetate to butyrate: Clostridium butyricum and microbial communities from dark fermentation bioreactors. Microb Cell Factories 18:36. https://doi.org/10.1186/s12934-019-1085-1 · DOI
  13. Du Y, Jiang W, Yu M et al (2015) Metabolic process engineering of Clostridium tyrobutyricum Δack-adhE2 for enhanced n-butanol production from glucose: effects of methyl viologen on NADH availability, flux distribution, and fermentation kinetics: metabolic process engineering of Clostridium tyrobutyricum. Biotechnol Bioeng 112:705–715. https://doi.org/10.1002/bit.25489 · DOI
  14. Dwidar M, Park J-Y, Mitchell RJ, Sang B-I (2012) The future of butyric acid in industry. Sci World J 2012:1–10. https://doi.org/10.1100/2012/471417 · DOI
  15. Fu H, Yu L, Lin M et al (2017) Metabolic engineering of Clostridium tyrobutyricum for enhanced butyric acid production from glucose and xylose. Metab Eng 40:50–58. https://doi.org/10.1016/j.ymben.2016.12.014 · DOI
  16. Garcia Costas AM, Poudel S, Miller A-F et al (2017) Defining electron bifurcation in the electron-transferring flavoprotein family. J Bacteriol 199:e00440-e517. https://doi.org/10.1128/JB.00440-17 · DOI
  17. Jang Y-S, Woo HM, Im JA et al (2013) Metabolic engineering of Clostridium acetobutylicum for enhanced production of butyric acid. Appl Microbiol Biotechnol 97:9355–9363. https://doi.org/10.1007/s00253-013-5161-x · DOI
  18. Jang Y-S, Im JA, Choi SY et al (2014) Metabolic engineering of Clostridium acetobutylicum for butyric acid production with high butyric acid selectivity. Metab Eng 23:165–174. https://doi.org/10.1016/j.ymben.2014.03.004 · DOI
  19. Jantasee S, Kienberger M, Mungma N, Siebenhofer M (2017) Potential and assessment of lactic acid production and isolation-a review: potential and assessment of lactic acid production. J Chem Technol Biotechnol 92:2885–2893. https://doi.org/10.1002/jctb.5237 · DOI
  20. Jaros AM, Rova U, Berglund KA (2013) Acetate adaptation of clostridia tyrobutyricum for improved fermentation production of butyrate. Springerplus 2:47. https://doi.org/10.1186/2193-1801-2-47 · DOI
  21. Jiang L, Song P, Zhu L et al (2013) Comparison of metabolic pathway for hydrogen production in wild-type and mutant Clostridium tyrobutyricum strain based on metabolic flux analysis. Int J Hydrog Energy 38:2176–2184. https://doi.org/10.1016/j.ijhydene.2012.11.050 · DOI
  22. Jo JH, Jeon CO, Lee SY et al (2010) Molecular characterization and homologous overexpression of [FeFe]-hydrogenase in Clostridium tyrobutyricum JM1. Int J Hydrog Energy 35:1065–1073. https://doi.org/10.1016/j.ijhydene.2009.11.102 · DOI
  23. Jukes TH, Cantor CR (1969) Evolution of protein molecules. In: Mammalian protein metabolism. Elsevier, pp 21–132 · DOI · Paper page
  24. Kanehisa M, Furumichi M, Tanabe M et al (2017) KEGG: new perspectives on genomes, pathways, diseases and drugs. Nucleic Acids Res 45:D353–D361. https://doi.org/10.1093/nar/gkw1092 · DOI · Paper page
  25. Klijn N, Nieuwenhof FF, Hoolwerf JD et al (1995) Identification of Clostridium tyrobutyricum as the causative agent of late blowing in cheese by species-specific PCR amplification. Appl Env Microbiol 61:2919–2924 · DOI
  26. Lee SY, Park JH, Jang SH et al (2008) Fermentative butanol production by Clostridia. Biotechnol Bioeng 101:209–228. https://doi.org/10.1002/bit.22003 · DOI
  27. Lee J, Jang Y-S, Han M-J et al (2016) Deciphering Clostridium tyrobutyricum metabolism based on the whole-genome sequence and proteome analyses. Mbio 7:e00743-e816. https://doi.org/10.1128/mBio.00743-16 · DOI
  28. Li F, Hinderberger J, Seedorf H et al (2008) Coupled ferredoxin and crotonyl coenzyme A (CoA) reduction with NADH catalyzed by the butyryl-CoA dehydrogenase/Etf complex from Clostridium kluyveri. J Bacteriol 190:843–850. https://doi.org/10.1128/JB.01417-07 · DOI · Paper page
  29. Li W, Cheng C, Cao G et al (2020) Comparative transcriptome analysis of Clostridium tyrobutyricum expressing a heterologous uptake hydrogenase. Sci Total Environ 749:142022. https://doi.org/10.1016/j.scitotenv.2020.142022 · DOI
  30. Liu X, Zhu Y, Yang S-T (2006) Butyric acid and hydrogen production by Clostridium tyrobutyricum ATCC 25755 and mutants. Enzyme Microb Technol 38:521–528. https://doi.org/10.1016/j.enzmictec.2005.07.008 · DOI
  31. Marshall DD, Sadykov MR, Thomas VC et al (2016) Redox imbalance underlies the fitness defect associated with inactivation of the Pta-AckA pathway in Staphylococcus aureus. J Proteome Res 15:1205–1212. https://doi.org/10.1021/acs.jproteome.5b01089 · DOI
  32. Matsumoto M, Nishimura Y (2007) Hydrogen production by fermentation using acetic acid and lactic acid. J Biosci Bioeng 103:236–241. https://doi.org/10.1263/jbb.103.236 · DOI
  33. Michener CD, Sokal RR (1957) A quantitative approach to a problem in classification. Evolution 11:130–162. https://doi.org/10.1111/j.1558-5646.1957.tb02884.x · DOI
  34. Munier E, Licandro-Séraut H, Achilleos C, et al (2019) Whole-genome sequencing and annotation of Clostridium tyrobutyricum strain CIRMBIA 2237, isolated from silage. Microbiol Resour Announc 8:e00492–19, /mra/8/30/MRA.00492–19.atom. https://doi.org/10.1128/MRA.00492-19 · DOI
  35. Orth JD, Thiele I, Palsson BØ (2010) What is flux balance analysis? Nat Biotechnol 28:245–248. https://doi.org/10.1038/nbt.1614 · DOI · Paper page
  36. Riondet C, Cachon R, Wache Y et al (2000) Extracellular oxidoreduction potential modifies carbon and electron flow in Escherichia coli. J Bacteriol 182:620–626. https://doi.org/10.1128/JB.182.3.620-626.2000 · DOI
  37. Roux C, Bergere JL (1977) Taxonomic characters of Clostridium tyrobutyricum. Ann Microbiol Paris 128A:267–276
  38. Seeliger S, Janssen PH, Schink B (2002) Energetics and kinetics of lactate fermentation to acetate and propionate via methylmalonyl-CoA or acrylyl-CoA. FEMS Microbiol Lett 211:65–70. https://doi.org/10.1111/j.1574-6968.2002.tb11204.x · DOI
  39. Suo Y, Fu H, Ren M et al (2018a) Enhanced butyric acid production in Clostridium tyrobutyricum by overexpression of rate-limiting enzymes in the Embden-Meyerhof-Parnas pathway. J Biotechnol 272–273:14–21. https://doi.org/10.1016/j.jbiotec.2018.02.012 · DOI
  40. Suo Y, Ren M, Yang X et al (2018b) Metabolic engineering of Clostridium tyrobutyricum for enhanced butyric acid production with high butyrate/acetate ratio. Appl Microbiol Biotechnol. https://doi.org/10.1007/s00253-018-8954-0 · DOI
  41. Suo Y, Liao Z, Qu C et al (2019) Metabolic engineering of Clostridium tyrobutyricum for enhanced butyric acid production from undetoxified corncob acid hydrolysate. Bioresour Technol 271:266–273. https://doi.org/10.1016/j.biortech.2018.09.095 · DOI
  42. Thauer RK, Jungermann K, Henninger H et al (1968) The energy metabolism of Clostridium kluyveri. Eur J Biochem 4:173–180. https://doi.org/10.1111/j.1432-1033.1968.tb00189.x · DOI
  43. Thauer RK, Kaster A-K, Seedorf H et al (2008) Methanogenic archaea: ecologically relevant differences in energy conservation. Nat Rev Microbiol 6:579–591. https://doi.org/10.1038/nrmicro1931 · DOI · Paper page
  44. Tsai SP, Lee YH (1988) Application of metabolic pathway stoichiometry to statistical analysis of bioreactor measurement data. Biotechnol Bioeng 32:713–715. https://doi.org/10.1002/bit.260320517 · DOI
  45. Wang S, Huang H, Moll J, Thauer RK (2010) NADP+ reduction with reduced ferredoxin and NADP+ reduction with NADH are coupled via an electron-bifurcating enzyme complex in Clostridium kluyveri. J Bacteriol 192:5115–5123. https://doi.org/10.1128/JB.00612-10 · DOI · Paper page
  46. Weghoff MC, Bertsch J, Müller V (2015) A novel mode of lactate metabolism in strictly anaerobic bacteria: a novel mode of lactate metabolism in anaerobes. Environ Microbiol 17:670–677. https://doi.org/10.1111/1462-2920.12493 · DOI
  47. Yu L, Zhao J, Xu M et al (2015) Metabolic engineering of Clostridium tyrobutyricum for n-butanol production: effects of CoA transferase. Appl Microbiol Biotechnol 99:4917–4930. https://doi.org/10.1007/s00253-015-6566-5 · DOI
  48. Zeng K, Zhang D (2010) Recent progress in alkaline water electrolysis for hydrogen production and applications. Prog Energy Combust Sci 36:307–326. https://doi.org/10.1016/j.pecs.2009.11.002 · DOI · Paper page

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Metadata

Authors
Munier, E., Licandro, H., Beuvier, E., & Cachon, R.
Venue
International Microbiology
Published
2023-01-07
Volume
26
Issue
3
Pages
501-511
ISSN
1618-1905
Cited by
18
References
1
Language
en

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