Abstract
One of the bottlenecks of the hydrogen production by dark fermentation is the low yields obtained because of the homoacetogenesis persistence, a metabolic pathway where H2 and CO2 are consumed to produce acetate. The central reactions of H2 production and homoacetogenesis are catalyzed by enzyme hydrogenase and the formyltetrahydrofolate synthetase, respectively. In this work, genes encoding for the formyltetrahydrofolate synthetase (fthfs) and hydrogenase (hydA) were used to investigate the diversity of homoacetogens as well as their phylogenetic relationships through quantitative PCR (qPCR) and next-generation amplicon sequencing. A total of 70 samples from 19 different H2-producing bioreactors with different configurations and operating conditions were analyzed. Quantification through qPCR showed that the abundance of fthfs and hydA was strongly associated with the type of substrate, organic loading rate, and H2 production performance. In particular, fthfs sequencing revealed that homoacetogens diversity was low with one or two dominant homoacetogens in each sample. Clostridium carboxivorans was detected in the reactors fed with agave hydrolisates; Acetobacterium woodii dominated in systems fed with glucose; Blautia coccoides and unclassified Sporoanaerobacter species were present in reactors fed with cheese whey; finally, Eubacterium limosum and Selenomonas sp. were co-dominant in reactors fed with glycerol. Altogether, quantification and sequencing analysis revealed that the occurrence of homoacetogenesis could take place due to (1) metabolic changes of H2-producing bacteria towards homoacetogenesis or (2) the displacement of H2-producing bacteria by homoacetogens. Overall, it was demonstrated that the fthfs gene was a suitable marker to investigate homoacetogens in H2-producing reactors.
Key points
• qPCR and sequencing analysis revealed two homoacetogenesis phenomena.
• fthfs gene was a suitable marker to investigate homoacetogens in H2 reactors.
Graphic Abstract
Similar content being viewed by others
Data availability
Sequence data that support the findings of this study have been deposited in GenBank with the following accession code: PRJNA659251.
References
Acar C, Dincer I (2019) Review and evaluation of hydrogen production options for better environment. J Cleaner Prod 218:835–849
APHA/AWWA/WEF (2012) Standard methods for the examination of water and wastewater. Stand Methods ISBN 9780875532356
Arooj MF, Han SK, Kim SH, Kim DH, Shin HS (2008) Continuous biohydrogen production in a CSTR using starch as a substrate. Int J Hydrogen Energy 33(13):3289–3294
Balch WE, Schoberth S, Tanner RS, Wolfe RS (1977) Acetobacterium, a new genus of hydrogen-oxidizing, carbon dioxide-reducing, anaerobic bacteria. Int J Syst Evol Microbiol 27(4):355–361
Braun K, Gottschalk G (1981) Effect of molecular hydrogen and carbon dioxide on chemoorganotrophic growth on Acetobacterium woodii and Clostridium aceticum. Arch Microbiol 128:294–298
Buitrón G, Muñoz-Páez KM, Hernández-Mendoza CE (2019) Biohydrogen production using a granular sludge membrane bioreactor. Fuel 241:954–961
Carrillo-Reyes J, Celis LB, Alatriste-Mondragón F, Montoya L, Razo-Flores E (2014) Strategies to cope with methanogens in hydrogen producing UASB reactors: community dynamics. Int J Hydrogen Energy 39(22):11423–11432
Castelló E, Santos CG, Iglesias T, Paolino G, Wenzel J, Borzacconi L, Etchebehere C (2009) Feasibility of biohydrogen production from cheese whey using a UASB reactor: links between microbial community and reactor performance. Int J Hydrogen Energy 34(14):5674–5682
Castelló E, Perna V, Wenzel J, Borzacconi L, Etchebehere C (2011) Microbial community composition and reactor performance during hydrogen production in a UASB reactor fed with raw cheese whey inoculated with compost. Water Sci Technol 64(11):2265–2273
Castelló E, Braga L, Fuentes L, Etchebehere C (2018) Possible causes for the instability in the H2 production from cheese whey in a CSTR. Int J Hydrogen Energy 43:2654–2665
Castelló E, Ferraz-Junior ADN, Andreani C, del Pilar Anzola-Rojas M, Borzacconi L, Buitrón G, ... Etchebehere C. (2020). Stability problems in the hydrogen production by dark fermentation: possible causes and solutions. Renew Sust Energ Rev 119:109602
Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, ... Huttley GA (2010) QIIME allows analysis of high-throughput community sequencing data. Nat Methods 7(5):335
Chang IS, Kim BH, Lovitt RW, Bang JS (2001) Effect of CO partial pressure on cell-recycled continuous CO fermentation by Eubacterium limosum KIST612. Process Biochem 37(4):411–421
Chang JJ, Wu JH, Wen FS, Hung KY, Chen YT, Hsiao CL, Lin CY, Huang CC (2008) Molecular monitoring of microbes in a continuous hydrogen producing system with different hydraulic retention time. Int J Hydrogen Energy 33:1579–1585
Chen M, Wolin MJ (1977) Influence of CH4 production by Methanobacterium ruminantium on the fermentation of glucose and lactate by Selenomonas ruminantium. Appl Environ Microbiol 34(6):756–759
Corona VM, Razo-Flores E (2018) Continuous hydrogen and methane production from Agave tequilana bagasse hydrolysate by sequential process to maximize energy recovery efficiency. Bioresour Technol 249:334–341
Ciranna A, Pawar SS, Santala V, Karp M, van Niel EW (2014) Assessment of metabolic flux distribution in the thermophilic hydrogen producer Caloramator celer as affected by external pH and hydrogen partial pressure. Microb Cell Fact 13(1):48
Drake HL, Küsel K, Matthies C (2013) Acetogenic prokaryotes. The prokaryotes: prokaryotic physiology and biochemistry. Springer, Berlin, Heidelberg, pp 3–60
Edgar RC (2010) Search and clustering orders of magnitude faster than BLAST. Bioinformatics 26(19):2460–2461
Egli C, Tschan T, Scholtz R, Cook AM, Leisinger T (1988) Transformation of tetrachloromethane to dichloromethane and carbon dioxide by Acetobacterium woodii. Appl Environ Microbiol 54(11):2819–2824
Engebrecht J, Brent R, Kaderbhai MA (1991) Minipreps of plasmid DNA. Curr Protoc Mol Biol 15(1):1–6
Etchebehere C, Castelló E, Wenzel J, del Pilar A-R, Borzacconi L, Buitrón G... (2016) Microbial communities from 20 different hydrogen-producing reactors studied by 454 pyrosequencing. Appl Microbiol Biotechnol 100(7):3371–3384
Fang HHP, Li C, Zhang T (2006a) Acidophilic biohydrogen production from rice slurry. Int J Hydrogen Energy 31:683–692. https://doi.org/10.1016/j.ijhydene.2005.07.005
Fang H, Zhang T, Li Ch (2006b) Characterization of Fe-hydrogenasegenes diversity and hydrogen-producing population in anacidophilic sludge. J Biotechnol 126(3):357–364
Fuchs G (1994) Variations of the acetyl-CoA pathway in diversely related microorganisms that are not acetogens. In Acetogenesis. Springer, Boston, MA, pp 507–520
Fuentes L, Braga L, Castelló E, Etchebehere C (2018) Work scheme to isolate the different micro-organisms found in hydrogen-producing reactors: a study of effectiveness by pyrosequencing analysis. J Appl Microbiol 125(1):96–110
Genthner BS, Bryant MP (1982) Growth of Eubacterium limosum with carbon monoxide as the energy source. Appl Environ Microbiol 43(1):70–74
Hafez H, Nakhla G, El. Naggar MH, Elbeshbishy E, Baghchehsaraee B, (2010) Effect of organic loading on a novel hydrogen bioreactor. Int J Hydrogen Energy 35:81–92. https://doi.org/10.1016/j.ijhydene.2009.10.051
Henderson G, Naylor GE, Leahy SC, Janssen PH (2010). Analysis of formyltetrahydrofolate synthetase sequences from ruminants reveals the presence of new potentially homoacetogenic bacteria in the rumen. Appl Environ Microbiol
Hernandez-Eugenio G, Fardeau ML, Cayol JL, Patel BK, Thomas P, Macarie H, ... Ollivier B (2002) Sporanaerobacter acetigenes gen. nov., sp. nov., a novel acetogenic, facultatively sulfur-reducing bacterium. Int J Syst Evol Microbiol 52(4):1217–1223
Hori T, Sasaki D, Haruta S, Shigematsu T, Ueno Y, Ishii M, Igarashi Y (2011) Detection of active, potentially acetate-oxidizing syntrophs in an anaerobic digester by flux measurement and formyltetrahydrofolate synthetase (FTHFS) expression profiling. Microbiology 157(7):1980–1989
Iino T, Mori K, Tanaka K, Suzuki KI, Harayama S (2007). Oscillibacter valericigenes gen. nov., sp. nov., a valerate-producing anaerobic bacterium isolated from the alimentary canal of a Japanese corbicula clam. Int J Syst Evol Microbiol 57(8):1840–1845
Leaphart AB, Lovell CR (2001) Recovery and analysis of formyltetrahydrofolate synthetase gene sequences from natural populations of acetogenic bacteria. Appl Environ Microbiol 67(3):1392–1395
Liu C, Li J, Zhang Y, Philip A, Shi E, Chi X, Meng J (2015) Influence of glucose fermentation on CO2 assimilation to acetate in homoacetogen Blautia coccoides GA-1. J Ind Microbiol Biotechnol 42(9):1217–1224
Liu JF, Mbadinga SM, Sun XB, Yang GC, Yang SZ, Gu JD, Mu BZ (2016) Microbial communities responsible for fixation of CO2 revealed by using mcrA, cbbM, cbbL, fthfs, fefe-hydrogenase genes as molecular biomarkers in petroleum reservoirs of different temperatures. Int Biodeterior Biodegrad 114:164–175
Liou JSC, Balkwill DL, Drake GR, Tanner RS (2005) Clostridium carboxidivorans sp. nov., a solvent-producing clostridium isolated from an agricultural settling lagoon, and reclassification of the acetogen Clostridium scatologenes strain SL1 as Clostridium drakei sp. nov. Int J Syst Evol Microbiol 55(5):2085–2091
Ljungdahl LG, Hugenholtz J, Wiegel J (1989) Acetogenic and acid-producing clostridia. In Clostridia, pp. 145±191. Edited by N. P. Minton & D. J. Clarke. New York: Plenum Press
Lovell CR, Przybyla A, Ljungdahl LG (1990) Primary structure of the thermostable formyltetrahydrofolate synthetase from Clostridium thermoaceticum. Biochemistry 29(24):5687–5694
Luo G, Xie L, Zou Z, Zhou Q, Wang JY (2010) Fermentative hydrogen production from cassava stillage by mixed anaerobic microflora: effects of temperature and pH. Appl Energy 87(12):3710–3717
Maspolim Y, Zhou Y, Guo C, Xiao K, Ng WJ (2015) The effect of pH on solubilization of organic matter and microbial community structures in sludge fermentation. Bioresour Technol 190:289–298
Montiel-Corona V, Razo-Flores E (2018) Continuous hydrogen and methane production from Agave tequilana bagasse hydrolysate by sequential process to maximize energy recovery efficiency. Bioresour Technol 249:334–341. https://doi.org/10.1016/j.biortech.2017.10.032
Montiel-Corona V, Palomo-Briones R, Razo-Flores E (2020) Continuous thermophilic hydrogen production from an enzymatic hydrolysate of agave bagasse: inoculum origin, homoacetogenesis and microbial community analysis. Bioresour Technol 306:123087
Montoya-Rosales JJ, Olmos-Hernández DK, Palomo-Briones R, Montiel-Corona V, Mari AG, Razo-Flores E (2019) Improvement of continuous hydrogen production using individual and binary enzymatic hydrolysates of agave bagasse in suspended-culture and biofilm reactors. Bioresour Technol 283:251–260
Montoya-Rosales JJ, Palomo-Briones R, Celis LB, Etchebehere C, Razo-Flores E (2020) Discontinuous biomass recycling as a successful strategy to enhance continuous hydrogen production at high organic loading rates. Int. J Hydrogen Energy. https://doi.org/10.1016/j.ijhydene.2020.04.265
Müller B, Sun L, Westerholm M, Schnürer A (2016) Bacterial community composition and fhs profiles of low-and high-ammonia biogas digesters reveal novel syntrophic acetate-oxidising bacteria. Biotechnol Biofuels 9(1):48
Ohnishi A, Bando Y, Fujimoto N, Suzuki M (2010) Development of a simple bio-hydrogen production system through dark fermentation by using unique microflora. Int J Hydrogen Energy 35(16):8544–8553
Palomo-Briones R, Trably E, López-Lozano NE, Celis LB, Méndez-Acosta HO, Bernet N, Razo-Flores E (2018) Hydrogen metabolic patterns driven by Clostridium-Streptococcus community shifts in a continuous stirred tank reactor. Appl Microbiol Biotechnol 102:2465–2475. https://doi.org/10.1007/s00253-018-8737-7
Palomo-Briones R, Celis LB, Méndez-Acosta HO, Bernet N, Trably E, Razo-Flores E (2019) Enhancement of mass transfer conditions to increase the productivity and efficiency of dark fermentation in continuous reactors. Fuel 254:115648
Perna V, Castelló E, Wenzel J, Zampol C, Lima DF, Borzacconi L, ... Etchebehere C (2013) Hydrogen production in an upflow anaerobic packed bed reactor used to treat cheese whey. Int J Hydrogen Energy 38(1):54–62
Rabinowitz JC, Pricer WE (1962) Formyltetrahydrofolate synthetase. I. Isolation and crystallization of the enzyme. J Biol Chem 237:2898–2302
Ragsdale SW, Pierce E (2008) Acetogenesis and the Wood–Ljungdahl pathway of CO2 fixation. Biochim Biophys Acta Proteins Proteomics 1784(12):1873–1898
Saady NMC (2013) Homoacetogenesis during hydrogen production by mixed cultures dark fermentation: unresolved challenge. Int J Hydrogen Energy 38(30):13172–13191
Scheifinger CC, Latham MJ, Wolin MJ (1975) Relationship of lactate dehydrogenase specificity and growth rate to lactate metabolism by Selenomonas ruminantium. Appl Microbiol 30:916–921
Schiel-Bengelsdorf B, Dürre P (2012) Pathway engineering and synthetic biology using acetogens. FEBS Lett 586(15):2191–2198
Silva-Illanes F, Tapia-Venegas E, Schiappacasse MC, Trably E, Ruiz-Filippi G (2017) Impact of hydraulic retention time (HRT) and pH on dark fermentative hydrogen production from glycerol. Energy 141:358–367
Singh A, Müller B, Fuxelius HH, Schnürer A (2019) AcetoBase: a functional gene repository and database for formyltetrahydrofolate synthetase sequences. Database, 2019
Singh A, Nylander JA, Schnürer A, Bongcam-Rudloff E, Müller B (2020) High-throughput sequencing and unsupervised analysis of formyltetrahydrofolate synthetase (FTHFS) gene amplicons to estimate acetogenic community structure. Front Microb 11:2066
Straub M, Demler M, Weuster-Botz D, Dürre P (2014) Selective enhancement of autotrophic acetate production with genetically modified Acetobacterium woodii. J Biotechnol 178:67–72
Tarlera S, Muxí L, Soubes M, Stams AJ (1997) Caloramator proteoclasticus sp. nov., a new moderately thermophilic anaerobic proteolytic bacterium. Int J Syst Evol Microbiol 47(3):651–656
Valencia-Ojeda C, Montoya-Rosales J de J, Palomo-Briones R, Montiel-Corona V, Celis LB, Razo-Flores E (2021) Saccharification of agave bagasse with Cellulase 50 XL is an effective alternative to highly specialized lignocellulosic enzymes for continuous hydrogen production. J Env Chem Eng 9(4):105448
Vesga-Baron A, Etchebehere C, Schiappacasse MC, Chamy R, Tapia-Venegas E (2021) Controlled oxidation-reduction potential on dark fermentative hydrogen production from glycerol: Impacts on metabolic pathways and microbial diversity of an acidogenic sludge. Int J Hydrogen Energy 46(7):5074–5084
Wan J, Jing Y, Zhang S, Angelidaki I, Luo G (2016) Mesophilic and thermophilic alkaline fermentation of waste activated sludge for hydrogen production: focusing on homoacetogenesis. Water Res 102:524–532
Xu K, Liu H, Du G, Chen J (2009) Real-time PCR assays targeting formyltetrahydrofolate synthetase gene to enumerate acetogens in natural and engineered environments. Anaerobe 15(5):204–213
Funding
LF was funded by ANII and CAP-CSIC doctoral scholarship, and CE is funded by ANII-SNI. This work was partly supported by the Fondo Sectorial SENER-CONACYT Sustentabilidad Energética, Clúster Biocombustibles Gaseosos (project 247006). This work was also partly supported by CONACYT project A1-S-37174. The experimental work in Chile was financed by FONDECYT project 3160219 and FONDECYT project 11200211.
Author information
Authors and Affiliations
Contributions
LF: conceptualization, data curation, formal analysis, methodology, writing—original draft, writing—review and editing. RP and JM: statistical analysis, data curation, formal analysis, writing—original draft, writing—review and editing. LB: designed and carried out some fermentation experiments and some molecular biology analysis. EC: formal analysis, data curation. AVB and ETV: designed and carried out some fermentation experiments and some molecular biology analysis and helped to review the manuscript. ERF: writing—review and editing, funding acquisition. CE: conceptualization, writing—review and editing.
Corresponding author
Ethics declarations
Ethical approval
This article does not contain any studies with human participants or animals performed by any of the authors.
Competing interests
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Fuentes, L., Palomo-Briones, R., de Jesús Montoya-Rosales, J. et al. Knowing the enemy: homoacetogens in hydrogen production reactors. Appl Microbiol Biotechnol 105, 8989–9002 (2021). https://doi.org/10.1007/s00253-021-11656-6
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00253-021-11656-6