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New insights into different surfactants’ impacts on sludge fermentation: Focusing on the particular metabolic processes and microbial genetic traits |
Jingyang Luo1,2, Shiyu Fang1,2, Wenxuan Huang1,2, Feng Wang1,2, Le Zhang1,2, Fang Fang1,2, Jiashun Cao1,2, Yang Wu3( ), Dongbo Wang4 |
1. Key Laboratory of Integrated Regulation and Resource Development on Shallow Lakes, Ministry of Education, Hohai University, Nanjing 210098, China 2. College of Environment, Hohai University, Nanjing 210098, China 3. State Key Laboratory of Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Tongji University, Shanghai 200092, China 4. College of Environmental Science and Engineering, Hunan University, Changsha 410082, China |
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Abstract • The promoting effects for VFA generation follow the order of APG>SDBS>HTAB. • Surfactants improve the WAS solubilization/hydrolysis and acidification processes. • The VFA promotion is associated with surfactants’ distinctive characteristics. • Surfactants induce the enrichment of functional bacteria for VFA biosynthesis. • The vital genes for substrates delivery, metabolism, and VFA yields are upregulated. Surfactants were expected to exhibit positive effects on the waste activated sludge (WAS) disposal. However, the systematic comparison of different categories of surfactants on the WAS fermentation and the functional mechanisms, especially microbial metabolic traits, have not yet been precisely explored. This study revealed the positive effects of different surfactants on the volatile fatty acid (VFA) production, which followed the order of alkyl polysaccharides (APG)>sodium dodecylbenzene sulfonate (SDBS)>hexadecyl trimethyl ammonium bromide (HTAB). Mechanistic exploration found that the presence of different surfactants improved solubilization and hydrolysis steps, and then contributed to the subsequent acidification with different efficiencies. The functional microorganisms associated with VFA generation were enriched in surfactant-conditioned reactors. Metagenomic analysis further indicated that the key genes involved in the particular process of VFA generation were over-expressed. The simultaneous bioavailable substrate improvement, functional bacterial enrichment, and metabolic activity upregulation induced by different surfactants jointly contributed to VFA promotion during WAS fermentation. This study could provide a comprehensive realization of surfactants’ impacts on the WAS fermentation process, and more importantly, it reminded the public to discern the distinct interplaying effects induced by different chemicals in regulating the WAS disposal and resource recovery.
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Keywords
Waste activated sludge (WAS)
Volatile fatty acids (VFA)
Surfactant types
Functional microorganisms
Metabolic activity upregulation
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Corresponding Author(s):
Yang Wu
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About author: Tongcan Cui and Yizhe Hou contributed equally to this work. |
Issue Date: 27 December 2021
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1 |
M Barai, E Manna, H Sultana, M Mandal, K Guchhait, T Manna, A Patra, C H Chang, P Moitra, C Ghosh, A C Larsson, S Bhattacharya, A Panda (2021). Micro-structural investigations on oppositely charged mixed surfactant gels with potential dermal applications: Research Square, 11(1): 15527
|
2 |
A M Bolger, M Lohse, B Usadel (2014). Trimmomatic: A flexible trimmer for Illumina sequence data. Bioinformatics (Oxford, England), 30(15): 2114–2120
https://doi.org/10.1093/bioinformatics/btu170
pmid: 24695404
|
3 |
B L Cantarel, P M Coutinho, C Rancurel, T Bernard, V Lombard, B Henrissat (2009). The carbohydrate-active enzymes database (CAZy): An expert resource for glycogenomics. Nucleic Acids Research, 37(Database): D233–D238
https://doi.org/10.1093/nar/gkn663
pmid: 18838391
|
4 |
J Cao, Q Zhu, T Zhang, Y Wu, Q Zhang, B Fu, F Fang, Q Feng, J Luo (2021). Distribution patterns of microbial community and functional characteristics in full-scale wastewater treatment plants: Focusing on the influent types. Chemosphere, 281: 130899
https://doi.org/10.1016/j.chemosphere.2021.130899
pmid: 34289605
|
5 |
Y Chen, X Jiang, K Xiao, N Shen, R J Zeng, Y Zhou (2017). Enhanced volatile fatty acids (VFAs) production in a thermophilic fermenter with stepwise pH increase- Investigation on dissolved organic matter transformation and microbial community shift. Water Research, 112: 261–268
https://doi.org/10.1016/j.watres.2017.01.067
pmid: 28178608
|
6 |
X Cheng, S Wang, W Huang, F Wang, S Fang, R Ge, Q Zhang, L Zhang, W Du, F Fang, Q Feng, J Cao, J Luo (2022). Current status of hypochlorite technology on the wastewater treatment and sludge disposal: Performance, principals and prospects. Science of the Total Environment, 803: 150085
https://doi.org/10.1016/j.scitotenv.2021.150085
pmid: 34525771
|
7 |
H De Souza Dornelles, F Motteran, I K Sakamoto, E L Silva, M B A Varesche (2020). 4-Nonylphenol degradation changes microbial community of scale-up Anaerobic Fluidized Bed Reactor. Journal of Environmental Management, 267: 110575
|
8 |
Y Duan, A Zhou, X Yue, Z Zhang, Y Gao, Y Luo, X Zhang (2020). Acceleration of the particulate organic matter hydrolysis by start-up stage recovery and its original microbial mechanism. Frontiers of Environmental Science & Engineering, 15(1): 12
|
9 |
M E Fait, G L Garrote, P Clapés, S Tanco, J Lorenzo, S R Morcelle (2015). Biocatalytic synthesis, antimicrobial properties and toxicity studies of arginine derivative surfactants. Amino Acids, 47(7): 1465–1477
https://doi.org/10.1007/s00726-015-1979-0
pmid: 25894891
|
10 |
Y J Fan, Y C Hsu, B C Gu, C C Wu (2020). Voltammetric measurement of Escherichia coli concentration through p-APG hydrolysis by endogenous β-galactosidase. Microchemical Journal, 154: 104641
https://doi.org/10.1016/j.microc.2020.104641
|
11 |
W E Federation, A Association (2005). Standard methods for the examination of water and wastewater. Washington, DC, USA: American Public Health Association (APHA)
|
12 |
L Feng, J Chen, F Wang, Y Chen, J Luo (2019). Acidogenic fermentation facilitates anaerobic biodegradation of polycyclic aromatic hydrocarbons in waste activated sludge. ACS Sustainable Chemistry & Engineering, 7(5): 5404–5411
|
13 |
K Hollenstein, R J P Dawson, K P Locher (2007). Structure and mechanism of ABC transporter proteins. Current Opinion in Structural Biology, 17(4): 412–418
https://doi.org/10.1016/j.sbi.2007.07.003
pmid: 17723295
|
14 |
D Hyatt, G L Chen, P F Locascio, M L Land, F W Larimer, L J Hauser (2010). Prodigal: prokaryotic gene recognition and translation initiation site identification. BMC Bioinformatics, 11(1): 119
https://doi.org/10.1186/1471-2105-11-119
pmid: 20211023
|
15 |
B Jin, S Wang, L Xing, B Li, Y Peng (2016). Long term effect of alkali types on waste activated sludge hydrolytic acidification and microbial community at low temperature. Bioresource Technology, 200: 587–597
https://doi.org/10.1016/j.biortech.2015.10.036
pmid: 26546788
|
16 |
P Kotrba, M Inui, H Yukawa (2001). Bacterial phosphotransferase system (PTS) in carbohydrate uptake and control of carbon metabolism. Journal of Bioscience and Bioengineering, 92(6): 502–517
https://doi.org/10.1016/S1389-1723(01)80308-X
pmid: 16233138
|
17 |
Y Lei, L Wei, T Liu, Y Xiao, Y Dang, D Sun, D E Holmes (2018). Magnetite enhances anaerobic digestion and methanogenesis of fresh leachate from a municipal solid waste incineration plant. Chemical Engineering Journal, 348: 992–999
https://doi.org/10.1016/j.cej.2018.05.060
|
18 |
X Lin, C Cai, H Lou, X Qiu, Y Pang, D Yang (2017). Effect of cationic surfactant cetyltrimethylammonium bromide on the enzymatic hydrolysis of cellulose. Biochimica et Biophysica Acta, 24(1): 61–68
https://doi.org/10.1007/s10570-016-1089-5
pmid: 16713409
|
19 |
J Luo, L Feng, Y Chen, H Sun, Q Shen, X Li, H Chen (2015). Alkyl polyglucose enhancing propionic acid enriched short-chain fatty acids production during anaerobic treatment of waste activated sludge and mechanisms. Water Research, 73: 332–341
https://doi.org/10.1016/j.watres.2015.01.041
pmid: 25697695
|
20 |
J Luo, W Huang, Q Zhang, W Guo, Y Wu, Q Feng, F Fang, J Cao, Y Su (2020a). Effects of different hypochlorite types on the waste activated sludge fermentation from the perspectives of volatile fatty acids production, microbial community and activity, and characteristics of fermented sludge. Bioresource Technology, 307: 123227
https://doi.org/10.1016/j.biortech.2020.123227
pmid: 32229411
|
21 |
J Luo, W Huang, Q Zhang, Y Wu, F Fang, J Cao, Y Su (2021a). Distinct effects of hypochlorite types on the reduction of antibiotic resistance genes during waste activated sludge fermentation: Insights of bacterial community, cellular activity, and genetic expression. Journal of Hazardous Materials, 403: 124010
https://doi.org/10.1016/j.jhazmat.2020.124010
pmid: 33265039
|
22 |
J Luo, F Wang, X Cheng, W Huang, Q Zhang, F Fang, J Cao, Y Wu (2021b). Metatranscriptomic insights of the metabolic process enhancement during food wastes fermentation driven by linear alkylbenzene sulphonates. Journal of Cleaner Production, 315: 128145
https://doi.org/10.1016/j.jclepro.2021.128145
|
23 |
J Luo, L Wu, Q Feng, F Fang, J Cao, Q Zhang, Y Su (2019a). Synergistic effects of iron and persulfate on the efficient production of volatile fatty acids from waste activated sludge: Understanding the roles of bioavailable substrates, microbial community & activities, and environmental factors. Biochemical Engineering Journal, 141: 71–79
https://doi.org/10.1016/j.bej.2018.10.010
|
24 |
J Luo, Q Zhang, L Wu, Q Feng, F Fang, Z Xue, C Li, J Cao (2019b). Promoting the anaerobic production of short-chain fatty acids from food wastes driven by the reuse of linear alkylbenzene sulphonates-enriched laundry wastewater. Bioresource Technology, 282: 301–309
https://doi.org/10.1016/j.biortech.2019.03.046
pmid: 30875598
|
25 |
J H Luo, M Wu, Z Yuan, J Guo (2017). Biological bromate reduction driven by methane in a membrane biofilm reactor. Environmental Science & Technology Letters, 4(12): 562–566
https://doi.org/10.1021/acs.estlett.7b00488
|
26 |
J Y Luo, W X Huang, W Guo, R Ge, Q Zhang, F Fang, Q Feng, J S Cao, Y Wu (2020b). Novel strategy to stimulate the food wastes anaerobic fermentation performance by eggshell wastes conditioning and the underlying mechanisms. Chemical Engineering Journal, 398: 125560
https://doi.org/10.1016/j.cej.2020.125560
|
27 |
H Ma, Y Lin, Y Jin, M Gao, H Li, Q Wang, S Ge, L Cai, Z Huang, Q Van Le, C Xia (2021). Effect of ultrasonic pretreatment on chain elongation of saccharified residue from food waste by anaerobic fermentation. Environmental Pollution, 268(Part B): 115936
https://doi.org/10.1016/j.envpol.2020.115936
pmid: 33158614
|
28 |
Y Ma, Y Liu (2019). Turning food waste to energy and resources towards a great environmental and economic sustainability: An innovative integrated biological approach. Biotechnology Advances, 37(7): 107414
https://doi.org/10.1016/j.biotechadv.2019.06.013
pmid: 31254661
|
29 |
N Martin Vincent, Y Wei, J Zhang, D Yu, J Tong (2018). Characterization and dynamic shift of microbial communities during start-up, overloading and steady-state in an anaerobic membrane bioreactor. International Journal of Environmental Research and Public Health, 15(7): 1399
https://doi.org/10.3390/ijerph15071399
pmid: 29970829
|
30 |
B Nyström, A L Kjøniksen, N Beheshti, A Maleki, K Zhu, K D Knudsen, R Pamies, J G Hernández Cifre, J García de la Torre (2010). Characterization of polyelectrolyte features in polysaccharide systems and mucin. Advances in Colloid and Interface Science, 158(1–2): 108–118
https://doi.org/10.1016/j.cis.2009.05.003
pmid: 19482258
|
31 |
Y Pan, X Liu, W Zhang, Z Liu, G Zeng, B Shao, Q Liang, Q He, X Yuan, D Huang, M Chen (2020). Advances in photocatalysis based on fullerene C60 and its derivatives: Properties, mechanism, synthesis, and applications. Applied Catalysis B: Environmental, 265: 118579
https://doi.org/10.1016/j.apcatb.2019.118579
|
32 |
H Pang, J He, Y Ma, X Pan, Y Zheng, H Yu, Z Yan, J Nan (2021). Enhancing volatile fatty acids production from waste activated sludge by a novel cation-exchange resin assistant strategy. Journal of Cleaner Production, 278: 123236
https://doi.org/10.1016/j.jclepro.2020.123236
|
33 |
Z Peng, X Liu, W Zhang, Z Zeng, Z Liu, C Zhang, Y Liu, B Shao, Q Liang, W Tang, X Yuan (2020). Advances in the application, toxicity and degradation of carbon nanomaterials in environment: A review. Environment International, 134: 105298
https://doi.org/10.1016/j.envint.2019.105298
pmid: 31765863
|
34 |
B Ramprakash, K Muthukumar (2018). Influence of sulfuric acid concentration on biohydrogen production from rice mill wastewater using pure and coculture of Enterobacter aerogenes and Citrobacter freundii. International Journal of Hydrogen Energy, 43(19): 9254–9258
https://doi.org/10.1016/j.ijhydene.2018.03.198
|
35 |
A Regueira, J M Lema, M Carballa, M Mauricio-Iglesias (2020). Metabolic modeling for predicting VFA production from protein-rich substrates by mixed-culture fermentation. Biotechnology and Bioengineering, 117(1): 73–84
https://doi.org/10.1002/bit.27177
pmid: 31544960
|
36 |
M Romanowski, X Zhu, K Kim, V J Hruby, D F O’brien (2002). Interaction of enkephalin peptides with anionic model membranes. Biochimica et Biophysica Acta (BBA) -. Biomembranes, 1558(1): 45–53
https://doi.org/10.1016/S0005-2736(01)00421-7
|
37 |
A A Shapovalova, T V Khijniak, T P Tourova, G Muyzer, D Y Sorokin (2008). Heterotrophic denitrification at extremely high salt and pH by haloalkaliphilic Gammaproteobacteria from hypersaline soda lakes. Extremophiles, 12(5): 619–625
https://doi.org/10.1007/s00792-008-0166-6
pmid: 18452025
|
38 |
Y Shi, Z Chen, Y Cao, J Fan, J H Clark, G Luo, S Zhang (2021). Migration and transformation mechanism of phosphorus in waste activated sludge during anaerobic fermentation and hydrothermal conversion. Journal of Hazardous Materials, 403: 123649
https://doi.org/10.1016/j.jhazmat.2020.123649
pmid: 32823030
|
39 |
F Wang, J Luo, S Fang, W Huang, Y Zhang, L Zhang, X Cheng, W Du, F Fang, J Cao, Y Wu (2022). Mechanisms of allicin exposure for the sludge fermentation enhancement: Focusing on the fermentation processes and microbial metabolic traits. Journal of Environmental Sciences, 115: 253–264
https://doi.org/10.1016/j.jes.2021.07.024
|
40 |
L Wang, C Yang, S Thangavel, Z Guo, C Chen, A Wang, W Liu (2020). Enhanced hydrogen production in microbial electrolysis through strategies of carbon recovery from alkaline/thermal treated sludge. Frontiers of Environmental Science & Engineering, 15(4): 56
|
41 |
D E Wood, S L Salzberg (2014). Kraken: Ultrafast metagenomic sequence classification using exact alignment. Genome Biology, 15(3): R46
https://doi.org/10.1186/gb-2014-15-3-r46
pmid: 24580807
|
42 |
L Wu, Y Yang, W Guo, W Huang, Z Peng, Z Zhang, M Zou, J Luo (2020). Deterioration of biological pollutants removal induced by linear alkylbenzene sulphonates in sequencing batch reactors: Insight of sludge characteristics, microbial community and metabolic activity. Bioresource Technology, 315: 123843
https://doi.org/10.1016/j.biortech.2020.123843
pmid: 32688258
|
43 |
Y Wu, J Wu, Q Shen, X Zheng, Y Chen (2021). Anaerobic fermentation metabolism of Moorella thermoacetica inhibited by copper nanoparticles: Comprehensive analyses of transcriptional response and enzyme activity. Water Research, 197: 117081
https://doi.org/10.1016/j.watres.2021.117081
pmid: 33813170
|
44 |
Q Xu, Q S Huang, W Wei, J Sun, X Dai, B J Ni (2020). Improving the treatment of waste activated sludge using calcium peroxide. Water Research, 187: 116440
https://doi.org/10.1016/j.watres.2020.116440
pmid: 32980604
|
45 |
R Z Xu, S Fang, L Zhang, W Huang, Q Shao, F Fang, Q Feng, J Cao, J Luo (2021). Distribution patterns of functional microbial community in anaerobic digesters under different operational circumstances: A review. Bioresource Technology, 341: 125823
https://doi.org/10.1016/j.biortech.2021.125823
pmid: 34454239
|
46 |
C X Yang, S Zhao, Z C Guo, W Z Liu, L Wang, S P Yu, B L Liu, X Cong (2020). Alkaline aided thermophiles pretreatment of waste activated sludge to increase short chain fatty acids production: Microbial community evolution by alkaline on hydrolysis and fermentation. Environmental Research, 186: 109503
https://doi.org/10.1016/j.envres.2020.109503
pmid: 32302867
|
47 |
T Ye, X Li, T Zhang, Y Su, W Zhang, J Li, Y Gan, A Zhang, Y Liu, G Xue (2018). Copper(II) addition to accelerate lactic acid production from co-fermentation of food waste and waste activated sludge: Understanding of the corresponding metabolisms, microbial community and predictive functional profiling. Waste Management (New York, N.Y.), 76: 414–422
https://doi.org/10.1016/j.wasman.2018.03.028
pmid: 29571568
|
48 |
C Yin, Y Li, T Zhang, J Liu, Y Yuan, M Huang (2020). Effects of exposure to anionic surfactants (SDBS and SDS) on nitrogen removal of aerobic denitrifier. Water Environment Research, 92(12): 2129–2139
https://doi.org/10.1002/wer.1384
pmid: 32585773
|
49 |
C Yuan, B Wang, Y Peng, X Li, Q Zhang (2021). Simultaneous enhanced biological phosphorus removal and semi-nitritation (EBPR-SN) followed by anammox process treating municipal wastewater at seasonal temperatures: From summer to winter. Science of the Total Environment, 757: 144048
https://doi.org/10.1016/j.scitotenv.2020.144048
pmid: 33316517
|
50 |
M Zeppilli, H Chouchane, L Scardigno, M Mahjoubi, M Gacitua, R Askri, A Cherif, M Majone (2020). Bioelectrochemical vs hydrogenophilic approach for CO2 reduction into methane and acetate. Chemical Engineering Journal, 396: 125243
https://doi.org/10.1016/j.cej.2020.125243
|
51 |
Q Zhang, J Cao, Y Wu, J Zhao, W Guo, W Huang, Q Feng, F Fang, M Aleem, J Luo (2020). Shifts of microbial community and metabolic function during food wastes and waste activated sludge co-fermentation in semi-continuous-flow reactors: Effects of fermentation substrate and zero-valent iron. Bioresource Technology, 313: 123686
https://doi.org/10.1016/j.biortech.2020.123686
pmid: 32570079
|
52 |
J Zhao, Y Liu, B Ni, Q Wang, D Wang, Q Yang, Y Sun, G Zeng, X Li (2016). Combined effect of free nitrous acid pretreatment and sodium dodecylbenzene sulfonate on short-chain fatty acid production from waste activated sludge. Scientific Reports, 6(1): 21622
https://doi.org/10.1038/srep21622
pmid: 26868898
|
53 |
Y Zhao, Y Fang, Y Jin, J Huang, X Ma, K He, Z He, F Wang, H Zhao (2015). Microbial community and removal of nitrogen via the addition of a carrier in a pilot-scale duckweed-based wastewater treatment system. Bioresource Technology, 179: 549–558
https://doi.org/10.1016/j.biortech.2014.12.037
pmid: 25579229
|
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