Unraveling the role of formate in improving nitrogen removal via coupled partial denitrification-anammox

Wanlu Zhu , Rui Xiao , Min Xu , Wenbo Chai , Wenlong Liu , Zhengyu Jin , David Ikumi , Huijie Lu

Front. Environ. Sci. Eng. ›› 2024, Vol. 18 ›› Issue (9) : 112

PDF (2702KB)
Front. Environ. Sci. Eng. ›› 2024, Vol. 18 ›› Issue (9) : 112 DOI: 10.1007/s11783-024-1872-8
RESEARCH ARTICLE

Unraveling the role of formate in improving nitrogen removal via coupled partial denitrification-anammox

Author information +
History +
PDF (2702KB)

Abstract

● Formate addition led to more abundant and active anammox bacteria in community.

● FISH–NanoSIMS identified Ca. Brocadia and Desulfobacillus as main formate utilizers.

● Anammox bacteria were key players in formate uptake and partial denitrification.

● Formate was assimilated by Ca. Brocadia via the Wood–Ljungdahl and rGly pathways.

Desulfobacillus could provide necessities e.g., folate to support Ca. Brocadia growth.

The addition of traditional carbon sources (e.g., acetate) could favor heterotrophic overgrowth in partial denitrification coupled with anammox (PD–A) systems, thus hindering the performance and stability of this novel wastewater nitrogen removal technology. Therefore, it is necessary to develop an effective, environmentally friendly, and inexpensive alternative. This study demonstrated the potential of formate to enhance the performance and community stability of PD–A under mainstream conditions. In a laboratory-scale biofilm reactor, formate addition (COD/NO3–N = 1.75) improved nitrogen removal efficiency (from 72.1 ± 3.5% to 81.7 ± 2.7%), EPS content (from 106.3 ± 8.1 to 163.0 ± 15.5 mg/gVSS) and increased anammox bacteria growth (predominantly Candidatus Brocadia, from 29.5 ± 0.7% to 34.5 ± 5.4%) while maintaining stable heterotrophs dominated by methylotrophic Desulfobacillus. FISH–NanoSIMS revealed a formate uptake using Ca. Brocadia and Desulfobacillus, with Ca. Brocadia being the major contributor to partial nitrate reduction to nitrite. Desulfobacillus can synthesize diverse hydrophobic amino acids and provide key nutrients for Ca. Brocadia. To achieve comparable nitrogen removal, the cost of the formate-driven PD–A process should be 11.2% lower than that of acetate. These results greatly enrich our understanding of C1 metabolism represented by formate in anammox communities and its application in the context of coupling partial denitrification–anammox toward enhanced nitrogen removal in global wastewater treatment systems.

Graphical abstract

Keywords

Formate / Mixotrophic growth / Partial denitrification-anammox / Metabolic interaction / FISH–NanoSIMS

Cite this article

Download citation ▾
Wanlu Zhu, Rui Xiao, Min Xu, Wenbo Chai, Wenlong Liu, Zhengyu Jin, David Ikumi, Huijie Lu. Unraveling the role of formate in improving nitrogen removal via coupled partial denitrification-anammox. Front. Environ. Sci. Eng., 2024, 18(9): 112 DOI:10.1007/s11783-024-1872-8

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Agarwal A S, Zhai Y, Hill D, Sridhar N. (2011). Corrigendum: the electrochemical reduction of carbon dioxide to formate/formic acid: engineering and economic feasibility. ChemSusChem, 4(12): 1705

[2]

Al-Hazmi H E, Grubba D, Majtacz J, Ziembińska-Buczyńska A, Zhai J, Mąkinia J. (2023a). Combined partial denitrification/anammox process for nitrogen removal in wastewater treatment. Journal of Environmental Chemical Engineering, 11(1): 108978

[3]

Al-Hazmi H E, Hassan G K, Maktabifard M, Grubba D, Majtacz J, Mąkinia J. (2022). Integrating conventional nitrogen removal with anammox in wastewater treatment systems: microbial metabolism, sustainability and challenges. Environmental Research, 215: 114432

[4]

Al-Hazmi H E, Lu X, Grubba D, Majtacz J, Badawi M, Mąkinia J. (2023b). Sustainable nitrogen removal in anammox–mediated systems: microbial metabolic pathways, operational conditions and mathematical modelling. Science of the Total Environment, 868: 161633

[5]

Al-Hazmi H E, Lu X, Majtacz J, Kowal P, Xie L, Makinia J. (2021). Optimization of the aeration strategies in a deammonification sequencing batch reactor for efficient nitrogen removal and mitigation of N2O production. Environmental Science & Technology, 55(2): 1218–1230

[6]

Bachleitner S, Ata Ö, Mattanovich D. (2023). The potential of CO2-based production cycles in biotechnology to fight the climate crisis. Nature Communications, 14(1): 6978

[7]

Calzadiaz-Ramirez L, Meyer A S. (2022). Formate dehydrogenases for CO2 utilization. Current Opinion in Biotechnology, 73: 95–100

[8]

Cao Y, van Loosdrecht M C M, Daigger G T. (2017). Mainstream partial nitritation-anammox in municipal wastewater treatment: status, bottlenecks, and further studies. Applied Microbiology and Biotechnology, 101(4): 1365–1383

[9]

Chen C, Sun F, Zhang H, Wang J, Shen Y, Liang X. (2016). Evaluation of COD effect on anammox process and microbial communities in the anaerobic baffled reactor (ABR). Bioresource Technology, 216: 571–578

[10]

Chen G, Lin L, Wang Y, Zhang Z, Cao W, Zhang Y. (2023). Unveiling the interaction mechanisms of key functional microorganisms in the partial denitrification-anammox process induced by COD. Frontiers of Environmental Science & Engineering, 17(8): 103

[11]

Chen H, Tu Z, Wu S, Yu G, Du C, Wang H, Yang E, Zhou L, Deng B, Wang D. . (2021). Recent advances in partial denitrification-anaerobic ammonium oxidation process for mainstream municipal wastewater treatment. Chemosphere, 278: 130436

[12]

Chen Z, Meng Y, Sheng B, Zhou Z, Jin C, Meng F. (2019). Linking exoproteome function and structure to anammox biofilm development. Environmental Science & Technology, 53(3): 1490–1500

[13]

Dietl A, Barends T R M. (2022). Dynamics in an unusual acyl carrier protein from a ladderane lipid-synthesizing organism. Proteins, 90(1): 73–82

[14]

Dong N, Zeng Z, Russenberger M, Zhou L, Zhuang W Q. (2024). Investigating cake layer development and functional genes in formate- and acetate-driven heterotrophic denitrifying AnMBRs. Chemical Engineering Journal, 485: 149623

[15]

DuR, CaoS, LiB, NiuM, WangS, Peng Y (2020). Corrigendum to “Performance and microbial community analysis of a novel DEAMOX based on partial-denitrification and anammox treating ammonia and nitrate wastewaters” Water Research, 173: 115659

[16]

Fofana R, Parsons M, Bachmann M, Jones K, Delgado Vela J, Akyon B, Liu W, Klaus S, deBarbadillo C, Bott C. . (2023). Robustness of partial denitrification–anammox (PdNA) in filters with methanol and glycerol as carbon sources. Environmental Science. Water Research & Technology, 9(4): 1124–1136

[17]

Gao R, Peng Y, Li J, Du R, Yang L, Wang M, Deng L. (2021). Nitrogen removal from low COD/TIN real municipal sewage by coupling partial denitrification with anammox in mainstream. Chemical Engineering Journal, 410: 128221

[18]

Grubba D, Yin Z, Majtacz J, Al-Hazmi H E, Mąkinia J. (2022). Incorporation of the sulfur cycle in sustainable nitrogen removal systems: a review. Journal of Cleaner Production, 372: 133495

[19]

Guo Y, Luo Z, Shen J, Li Y. (2022). The main anammox-based processes, the involved microbes and the novel process concept from the application perspective. Frontiers of Environmental Science & Engineering, 16(7): 84

[20]

Kallistova A, Nikolaev Y, Grachev V, Beletsky A, Gruzdev E, Kadnikov V, Dorofeev A, Berestovskaya J, Pelevina A, Zekker I. . (2022). New insight into the interspecies shift of anammox bacteria Ca. “Brocadia” and Ca. “Jettenia” in reactors fed with formate and folate. Frontiers in Microbiology, 12: 802201

[21]

Kartal B, Kuenen J G, van Loosdrecht M C M. (2010). Sewage treatment with anammox. Science, 328(5979): 702–703

[22]

Kartal B, Kuypers M M M, Lavik G, Schalk J, Op den Camp H J M, Jetten M S M, Strous M. (2007). Anammox bacteria disguised as denitrifiers: nitrate reduction to dinitrogen gas via nitrite and ammonium. Environmental Microbiology, 9(3): 635–642

[23]

Lawson C E, Nuijten G H L, de Graaf R M, Jacobson T B, Pabst M, Stevenson D M, Jetten M S M, Noguera D R, McMahon K D, Amador–Noguez D. . (2021). Autotrophic and mixotrophic metabolism of an anammox bacterium revealed by in vivo 13C and 2H metabolic network mapping. ISME Journal, 15(3): 673–687

[24]

Lawson C E, Wu S, Bhattacharjee A S, Hamilton J J, McMahon K D, Goel R, Noguera D R. (2017). Metabolic network analysis reveals microbial community interactions in anammox granules. Nature Communications, 8(1): 15416

[25]

Lechene C, Hillion F, McMahon G, Benson D, Kleinfeld A M, Kampf J P, Distel D, Luyten Y, Bonventre J, Hentschel D. . (2006). High-resolution quantitative imaging of mammalian and bacterial cells using stable isotope mass spectrometry. Journal of Biology, 5(6): 20

[26]

Li Y, Huang Z, Ruan W, Ren H, Zhao M. (2015). Anammox performance, granulation, and microbial response under COD disturbance. Journal of Chemical Technology and Biotechnology, 90(1): 139–148

[27]

Lu W, Zhang Y, Wang Q, Wei Y, Bu Y, Ma B. (2021). Achieving advanced nitrogen removal in a novel partial denitrification/anammox–nitrifying (PDA–N) biofilter process treating low C/N ratio municipal wastewater. Bioresource Technology, 340: 125661

[28]

Ma B, Qian W, Yuan C, Yuan Z, Peng Y. (2017). Achieving mainstream nitrogen removal through coupling anammox with denitratation. Environmental Science & Technology, 51(15): 8405–8413

[29]

Ma W J, Li G F, Huang B C, Jin R C. (2020). Advances and challenges of mainstream nitrogen removal from municipal wastewater with anammox-based processes. Water Environment Research, 92(11): 1899–1909

[30]

Maktabifard M, Al-Hazmi H E, Szulc P, Mousavizadegan M, Xu X, Zaborowska E, Li X, Mąkinia J. (2023). Net-zero carbon condition in wastewater treatment plants: a systematic review of mitigation strategies and challenges. Renewable & Sustainable Energy Reviews, 185: 113638

[31]

Okubo T, Takami H. (2021). Metabolic potential of the imperfect denitrifier Candidatus Desulfobacillus denitrificans in an anammox bioreactor. MicrobiologyOpen, 10(4): e1227

[32]

Pan C, Guo L, Yu Y, Li W, Xu D, Chen W, Zhu L, Hu B, Zheng P, Zhang M. (2023a). Enhanced resuscitation of anammox granular sludge by adding folate: a perspective from the growth factor. Chemical Engineering Journal, 478: 147470

[33]

Pan Y, Sun R Z, Wang Y, Chen G L, Fu Y Y, Yu H Q. (2023b). Carbon source shaped microbial ecology, metabolism and performance in denitrification systems. Water Research, 243: 120330

[34]

Romine M F, Rodionov D A, Maezato Y, Anderson L N, Nandhikonda P, Rodionova I A, Carre A, Li X, Xu C, Clauss T R W. . (2017). Elucidation of roles for vitamin B12 in regulation of folate, ubiquinone, and methionine metabolism. Proceedings of the National Academy of Sciences of the United States of America, 114(7): E1205–E1214

[35]

Sakarika M, Candry P, Depoortere M, Ganigué R, Rabaey K. (2020). Impact of substrate and growth conditions on microbial protein production and composition. Bioresource Technology, 317: 124021

[36]

Smith R L, Miller D N, Brooks M H, Widdowson M A, Killingstad M W. (2001). In situ stimulation of groundwater denitrification with formate to remediate nitrate contamination. Environmental Science & Technology, 35(1): 196–203

[37]

Steffens L, Pettinato E, Steiner T M, Mall A, König S, Eisenreich W, Berg I A. (2021). High CO2 levels drive the TCA cycle backwards towards autotrophy. Nature, 592(7856): 784–788

[38]

Strohm T O, Griffin B, Zumft W G, Schink B. (2007). Growth yields in bacterial denitrification and nitrate ammonification. Applied and Environmental Microbiology, 73(5): 1420–1424

[39]

Strous M, Heijnen J J, Kuenen J G, Jetten M S M. (1998). The sequencing batch reactor as a powerful tool for the study of slowly growing anaerobic ammonium–oxidizing microorganisms. Applied Microbiology and Biotechnology, 50(5): 589–596

[40]

Strous M, Pelletier E, Mangenot S, Rattei T, Lehner A, Taylor M W, Horn M, Daims H, Bartol-Mavel D, Wincker P. . (2006). Deciphering the evolution and metabolism of an anammox bacterium from a community genome. Nature, 440(7085): 790–794

[41]

Su Y, Peng Y, Wang J, Zhang Q, Li X, Wang S, Xue X, Du R. (2023). Rapid enrichment of anammox bacteria and transformation to partial denitrification/anammox with nitrification/denitrification sludge. Science of the Total Environment, 856: 158973

[42]

Sun Y, Guan Y, Wang H, Wu G. (2019). Autotrophic nitrogen removal in combined nitritation and anammox systems through intermittent aeration and possible microbial interactions by quorum sensing analysis. Bioresource Technology, 272: 146–155

[43]

Tang C J, Zheng P, Chai L Y, Min X B. (2013). Thermodynamic and kinetic investigation of anaerobic bioprocesses on anammox under high organic conditions. Chemical Engineering Journal, 230: 149–157

[44]

Tao Y, Huang X, Gao D, Wang X, Chen C, Liang H, van Loosdrecht M C M. (2019). NanoSIMS reveals unusual enrichment of acetate and propionate by an anammox consortium dominated by Jettenia asiatica. Water Research, 159: 223–232

[45]

van Niftrik L, Jetten M S M. (2012). Anaerobic ammonium-oxidizing bacteria: unique microorganisms with exceptional properties. Microbiology and Molecular Biology Reviews, 76(3): 585–596

[46]

Xiao R, Ni B J, Liu S, Lu H. (2021). Impacts of organics on the microbial ecology of wastewater anammox processes: recent advances and meta-analysis. Water Research, 191: 116817

[47]

Xiao R, Zhu W, Xu S, Chai W, Tong Y, Zheng P, Lu H. (2022a). Low strength wastewater anammox start-up by stepwise decrement in influent nitrogen: biofilm formation mechanism and mathematical modelling. Environment International, 158: 106929

[48]

Xiao R, Zhu W, Zheng Y, Xu S, Lu H. (2022b). Active assimilators of soluble microbial products produced by wastewater anammox bacteria and their roles revealed by DNA-SIP coupled to metagenomics. Environment International, 164: 107265

[49]

Xue Z, Zhang T, Sun Y, Yin T, Cao J, Fang F, Feng Q, Luo J. (2022). Integrated moving bed biofilm reactor with partial denitrification–anammox for promoted nitrogen removal: layered biofilm structure formation and symbiotic functional microbes. Science of the Total Environment, 839: 156339

[50]

Yishai O, Lindner S N, Gonzalez de La Cruz J, Tenenboim H, Bar-Even A. (2016). The formate bio-economy. Current Opinion in Chemical Biology, 35: 1–9

[51]

Yu Z, Xu S, Wang P, Liu D, Lu H. (2023). Phosphorus removal and storage polymer synthesis by tetrasphaera-related bacteria with different carbon sources. ACS ES&T Water, 3(5): 1374–1384

[52]

Zhang J, Peng Y, Li X, Du R. (2022a). Feasibility of partial-denitrification/anammox for pharmaceutical wastewater treatment in a hybrid biofilm reactor. Water Research, 208: 117856

[53]

Zhang L, Zhang Q, Li X, Jia T, Wang S, Peng Y. (2022b). Enhanced nitrogen removal from municipal wastewater via a novel combined process driven by partial nitrification/anammox (PN/A) and partial denitrification/anammox (PD/A) with an ultra-low hydraulic retention time (HRT). Bioresource Technology, 363: 127950

[54]

ZhongW, Li H, WangY (2023). Design and construction of artificial biological systems for one-carbon utilization. BioDesign Research, 5, 0021

RIGHTS & PERMISSIONS

Higher Education Press 2024

AI Summary AI Mindmap
PDF (2702KB)

Supplementary files

FSE-24054-OF-ZWL_suppl_1

1214

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/