Anaerobic digestion of sludge by different pretreatments: Changes of amino acids and microbial community
Keke Xiao, Zecong Yu, Kangyue Pei, Mei Sun, Yuwei Zhu, Sha Liang, Huijie Hou, Bingchuan Liu, Jingping Hu, Jiakuan Yang
Anaerobic digestion of sludge by different pretreatments: Changes of amino acids and microbial community
•Tryptophan protein, and aromatic protein I/II were the key identified proteins.
•Cysteine was more correlated with methane production than other amino acids.
•The presence of cysteine can promote methane production and degradation of VFAs.
•The presence of cysteine can lower ORP and increase biomass activity.
•Predominant Tissierella and Proteiniphilum were noted in pretreated sludge samples.
Many studies have investigated the effects of different pretreatments on the performance of anaerobic digestion of sludge. However, the detailed changes of dissolved organic nitrogen, particularly the release behavior of proteins and the byproducts of protein hydrolysis-amino acids, are rarely known during anaerobic digestion of sludge by different pretreatments. Here we quantified the changes of three types of proteins and 17 types of amino acids in sludge samples solubilized by ultrasonic, thermal, and acid/alkaline pretreatments and their transformation during anaerobic digestion of sludge. Tryptophan protein, aromatic protein I, aromatic protein II, and cysteine were identified as the key dissolved organic nitrogen responsible for methane production during anaerobic digestion of sludge, regardless of the different pretreatment methods. Different from the depletion of other amino acids, cysteine was resistant to degradation after an incubation period of 30 days in all sludge samples. Meanwhile, the “cysteine and methionine metabolism (K00270)” was absent in all sludge samples by identifying 6755 Kyoto Encyclopedia of Genes and Genomes assignments of genes hits. Cysteine contributed to the generation of methane and the degradation of acetic, propionic, and n-butyric acids through decreasing oxidation-reduction potential and enhancing biomass activity. This study provided an alternative strategy to enhance anaerobic digestion of sludge through in situ production of cysteine.
Sludge pretreatments / Dissolved organic nitrogen / Proteins / Amino acids / Structural equation model / Metagenomic sequencing analysis.
[1] |
Appels L, Baeyens J, Degreve J, Dewil R (2008). Principles and potential of the anaerobic digestion of waste-activated sludge. Progress in Energy and Combustion Science, 34(6): 755–781
CrossRef
Google scholar
|
[2] |
Astals S, Peces M, Batstone D J, Jensen P D, Tait S (2018). Characterising and modelling free ammonia and ammonium inhibition in anaerobic systems. Water Research, 143(1): 127–135
CrossRef
Google scholar
|
[3] |
Bardwell J C A, Mcgovern K, Beckwith J (1991). Identification of a protein required for disulfide bond formation in vivo. Cell, 67(3): 581–589
CrossRef
Google scholar
|
[4] |
Carpenter A W, Laughton S N, Wiesner M R (2015). Enhanced biogas production from nanoscale zero valent iron-amended anaerobic bioreactors. Environmental Engineering Science, 32(8): 647–655
CrossRef
Google scholar
|
[5] |
Carrère H, Dumas C, Battimelli A, Batstone D J, Delgenès J P, Steyer J P, Ferrer I (2010). Pretreatment methods to improve sludge anaerobic degradability: A review. Journal of Hazardous Materials, 183(1-3): 1–15
CrossRef
Google scholar
|
[6] |
Chen S S, Dong B, Dai X H, Wang H Y, Li N, Yang D H (2019). Effects of thermal hydrolysis on the metabolism of amino acids in sewage sludge in anaerobic digestion. Waste Management (New York, N.Y.), 88(2): 309–318
CrossRef
Google scholar
|
[7] |
Chen S S, Yang D H, Dong B, Li N, Dai X H (2020). Sludge age impacted the distribution, occurrence state and structure of organic compounds in activated sludge and affected the anaerobic degradability. Chemical Engineering Journal, 384(1): 123261
CrossRef
Google scholar
|
[8] |
Chen S Y, Dong X Z (2005). Proteiniphilum acetatigenes gen. nov., sp nov., from a UASB reactor treating brewery wastewater. International Journal of Systematic and Evolutionary Microbiology, 55(6): 2257–2261
CrossRef
Google scholar
|
[9] |
Chishti S S, Nazrul Hasnain S, Altaf Khan M (1992). Studies on the recovery of sludge protein. Water Research, 26(2): 241–248
CrossRef
Google scholar
|
[10] |
Christensen S, Mcmahon R M, Martin J L, Huston W M (2019). Life inside and out: making and breaking protein disulfide bonds in Chlamydia. Critical Reviews in Microbiology, 45(1): 33–50
CrossRef
Google scholar
|
[11] |
De Graaf L A (2000). Denaturation of proteins from a non-food perspective. Journal of Biotechnology, 79(3): 299–306
CrossRef
Google scholar
|
[12] |
Deleu L J, Lambrecht M A, Van De Vondel J, Delcour J A (2019). The impact of alkaline conditions on storage proteins of cereals and pseudo-cereals. Current Opinion in Food Science, 25(1): 98–103
CrossRef
Google scholar
|
[13] |
Gonzalez A, Hendriks A T W M, Van Lier J B, De Kreuk M (2018). Pre-treatments to enhance the biodegradability of waste activated sludge: Elucidating the rate limiting step. Biotechnology Advances, 36(5): 1434–1469
CrossRef
Google scholar
|
[14] |
Grace J B, Bollen K A (2005). Interpreting the results from multiple regression and structural equation models. Bulletin of the Ecological Society of America, 86(4): 283–295
CrossRef
Google scholar
|
[15] |
Hao L P, Lu F, He P J, Li L, Shao L M (2011). Predominant contribution of syntrophic acetate oxidation to thermophilic methane formation at high acetate concentrations. Environmental Science & Technology, 45(2): 508–513
CrossRef
Google scholar
|
[16] |
Hwang J, Zhang L, Seo S, Lee Y W, Jahng D (2008). Protein recovery from excess sludge for its use as animal feed. Bioresource Technology, 99(18): 8949–8954
CrossRef
Google scholar
|
[17] |
Karimi M, Ignasiak M T, Chan B, Croft A K, Radom L, Schiesser C H, Pattison D I, Davies M J (2016). Reactivity of disulfide bonds is markedly affected by structure and environment: Implications for protein modification and stability. Scientific Reports, 6(1): 1–12
CrossRef
Google scholar
|
[18] |
Labib F, Ferguson J F, Benjamin M M, Merigh M, Ricker L N (1992). Anaerobic butyrate degradation in a fluidized-bed reactor: Effects of increased concentrations of hydrogen and acetate. Environmental Science & Technology, 26(2): 369–376
CrossRef
Google scholar
|
[19] |
Li H, Jin Y Y, Mahar R, Wang Z Y, Nie Y F (2008). Effects and model of alkaline waste activated sludge treatment. Bioresource Technology, 99(11): 5140–5144
CrossRef
Google scholar
|
[20] |
Li X, Chen S, Dong B, Dai X (2020). New insight into the effect of thermal hydrolysis on high solid sludge anaerobic digestion: Conversion pathway of volatile sulphur compounds. Chemosphere, 244(1): 125466
CrossRef
Google scholar
|
[21] |
Liao K W, Hu H D, Ma S J, Ren H Q (2019). Effect of microbial activity and microbial community structure on the formation of dissolved organic nitrogen (DON) and bioavailable DON driven by low temperatures. Water Research, 159(2): 397–405
CrossRef
Google scholar
|
[22] |
Liu H, Chen Y (2018). Enhanced methane production from food waste using cysteine to increase biotransformation of i-monosaccharide, volatile fatty acids, and biohydrogen. Environmental Science & Technology, 52(6): 3777–3785
CrossRef
Google scholar
|
[23] |
Liu R Z, Yu X, Yu P F, Guo X S, Zhang B, Xiao B Y (2019). New insights into the effect of thermal treatment on sludge dewaterability. Science of the Total Environment, 656(1): 1082–1090
CrossRef
Google scholar
|
[24] |
Lu D, Xiao K K, Chen Y, Soh Y N A, Zhou Y (2018). Transformation of dissolved organic matters produced from alkaline-ultrasonic sludge pretreatment in anaerobic digestion: From macro to micro. Water Research, 142(2): 138–146
CrossRef
Google scholar
|
[25] |
Maspolim Y, Zhou Y, Guo C H, Xiao K K, Ng W J (2015). The effect of pH on solubilization of organic matter and microbial community structures in sludge fermentation. Bioresource Technology, 190(1): 289–298
CrossRef
Google scholar
|
[26] |
Mawson A J, Earle R L, Larsen F V (1991). Degradation of acetic and propionic acids in the methane fermentation. Water Research, 25(12): 1549–1554
CrossRef
Google scholar
|
[27] |
Renard D, Lavenant-Gourgeon L, Lapp A, Nigen M, Sanchez C (2014). Enzymatic hydrolysis studies of arabinogalactan-protein structure from Acacia gum: The self-similarity hypothesis of assembly from a common building block. Carbohydrate Polymers, 112(4): 648–661
CrossRef
Google scholar
|
[28] |
Shen D S, Yin J, Yu X Q, Wang M Z, Long Y Y, Shentu J, Chen T (2017). Acidogenic fermentation characteristics of different types of protein-rich substrates in food waste to produce volatile fatty acids. Bioresource Technology, 227(5): 125–132
CrossRef
Google scholar
|
[29] |
Sheykhfard A, Haghighi F (2020). Driver distraction by digital billboards? Structural equation modeling based on naturalistic driving study data: A case study of Iran. Journal of Safety Research, 72(1): 1–8
CrossRef
Google scholar
|
[30] |
Tian X B, Wang C, Trzcinski A P, Lin L, Ng W J (2015). Interpreting the synergistic effect in combined ultrasonication-ozonation sewage sludge pre-treatment. Chemosphere, 140(1): 63–71
CrossRef
Google scholar
|
[31] |
Wang X, Li Y B, Zhang Y, Pan Y R, Li L, Liu J X, Butler D (2019). Stepwise pH control to promote synergy of chemical and biological processes for augmenting short-chain fatty acid production from anaerobic sludge fermentation. Water Research, 155(2): 193–203
CrossRef
Google scholar
|
[32] |
Wen H Q, Xing D F, Xie G J, Yin T M, Ren N Q, Liu B F (2019). Enhanced photo-fermentative hydrogen production by synergistic effects of formed biofilm and added L-cysteine. Renewable Energy, 139(3): 643–650
CrossRef
Google scholar
|
[33] |
Wu B R, Ni B J, Horvat K, Song L Y, Chai X L, Dai X H, Mahajan D (2017). Occurrence state and molecular structure analysis of extracellular proteins with implications on the dewaterability of waste activated sludge. Environmental Science & Technology, 51(16): 9235–9243
CrossRef
Google scholar
|
[34] |
Xiao K, Guo C, Zhou Y, Maspolim Y, Ng W J (2016a). Acetic acid effects on methanogens in the second stage of a two-stage anaerobic system. Chemosphere, 144(3): 1498–1504
CrossRef
Google scholar
|
[35] |
Xiao K K, Chen Y, Jiang X, Seow W Y, He C, Yin Y, Zhou Y (2017). Comparison of different treatment methods for protein solubilisation from waste activated sludge. Water Research, 122(4): 492–502
CrossRef
Google scholar
|
[36] |
Xiao K K, Chen Y, Jiang X, Tyagi V K, Zhou Y (2016b). Characterization of key organic compounds affecting sludge dewaterability during ultrasonication and acidification treatments. Water Research, 105(3): 470–478
CrossRef
Google scholar
|
[37] |
Xiao K K, Guo C H, Zhou Y, Maspolim Y, Ng W J (2016c). Acetic acid effects on methanogens in the second stage of a two-stage anaerobic system. Chemosphere, 144(1): 1498–1504
CrossRef
Google scholar
|
[38] |
Xiao K K, Guo C H, Zhou Y, Maspolim Y, Wang J Y, Ng W J (2013). Acetic acid inhibition on methanogens in a two-phase anaerobic process. Biochemical Engineering Journal, 75(2): 1–7
CrossRef
Google scholar
|
[39] |
Yang G, Zhang P Y, Zhang G M, Wang Y Y, Yang A Q (2015). Degradation properties of protein and carbohydrate during sludge anaerobic digestion. Bioresource Technology, 192(3): 126–130
CrossRef
Google scholar
|
[40] |
Zeng W, Li B X, Wang X D, Bai X L, Peng Y Z (2016). Influence of nitrite accumulation on “Candidatus Accumulibacter” population structure and enhanced biological phosphorus removal from municipal wastewater. Chemosphere, 144(2): 1018–1025
CrossRef
Google scholar
|
[41] |
Zhang B B, Xian Q M, Zhu J P, Li A M, Gong T T (2015). Characterization, DBPs formation, and mutagenicity of soluble microbial products (SMPs) in wastewater under simulated stressful conditions. Chemical Engineering Journal, 279(1): 258–263
CrossRef
Google scholar
|
/
〈 | 〉 |