Strategy for the formation of microalgae-bacteria aggregates in high-rate algal ponds

References

• Chandra R, Iqbal HMN, Vishal G, et al. Algal biorefinery: a sustainable approach to valorize algal-based biomass towards multiple product recovery. Bioresour Technol. 2019;278:346–359. doi:10.1016/j.biortech.2019.01.104.
   PubMed Web of Science ®Google Scholar
• Arbib Z, de Godos I, Ruiz J, et al. Optimization of pilot high rate algal ponds for simultaneous nutrient removal and lipids production. Sci Total Environ. 2017;589:66–72. doi:10.1016/j.scitotenv.2017.02.206.
   PubMed Web of Science ®Google Scholar
• Mata TM, Martins AA, Caetano NS. Microalgae for biodiesel production and other applications: a review. Renew Sustain Energy Rev. 2010;14:217–232. doi:10.1016/j.rser.2009.07.020.
   Web of Science ®Google Scholar
• Molina Grima E, Belarbi EH, Acién Fernández FG, et al. Recovery of microalgal biomass and metabolites: process options and economics. Biotechnol Adv. 2003;20:491–515. doi:10.1016/S0734-9750(02)00050-2.
   PubMed Web of Science ®Google Scholar
• Ummalyma SB, Gnansounou E, Sukumaran RK, et al. Accepted manuscript bioflocculation : an alternative strategy for harvesting of microalgae -an over- view. Bioresour Technol. 2017;242:227–235. doi:10.1016/j.biortech.2017.02.097.
   PubMed Web of Science ®Google Scholar
• Christenson L, Sims R. Production and harvesting of microalgae for wastewater treatment, biofuels, and bioproducts. Biotechnol Adv. 2011;29:686–702. doi:10.1016/j.biotechadv.2011.05.015.
   PubMed Web of Science ®Google Scholar
• Singh H, Kumar N, Mishra BK. Understanding the by-product formation potential during phenol oxidation from in-situ electro-generated radicals by microalgae harvesting. Environ Technol. 2020;42:3533–3545. (United Kingdom). Taylor & Francis. doi:10.1080/09593330.2020.1733675.
   PubMedGoogle Scholar
• Valeriano González MT, Orta Ledesma MT, Velasquez-Orta SB, et al. Harvesting microalgae using ozone-air flotation for recovery of biomass, lipids, carbohydrates, and proteins. Environ Technol. 2020;0:1–18. doi:10.1080/09593330.2020.1725144.
   PubMed Web of Science ®Google Scholar
• Arcila JS, Buitrón G. Microalgae–bacteria aggregates: effect of the hydraulic retention time on the municipal wastewater treatment, biomass settleability and methane potential. J Chem Technol Biotechnol. 2016;91:2862–2870. doi:10.1002/jctb.4901.
   Web of Science ®Google Scholar
• Arcila JS, Buitrón G. Influence of solar irradiance levels on the formation of microalgae-bacteria aggregates for municipal wastewater treatment. Algal Res. 2017;27:190–197. doi:10.1016/j.algal.2017.09.011.
   Google Scholar
• Leong WH, Lim JW, Lam MK, et al. Co-cultivation of activated sludge and microalgae for the simultaneous enhancements of nitrogen-rich wastewater bioremediation and lipid production. J Taiwan Inst Chem Eng. 2018;87:216–224. doi:10.1016/j.jtice.2018.03.038.
   Web of Science ®Google Scholar
• Trebuch LM, Oyserman BO, Janssen M, et al. Impact of hydraulic retention time on community assembly and function of photogranules for wastewater treatment. Water Res. 2020;173:115506. doi:10.1016/j.watres.2020.115506.
   PubMed Web of Science ®Google Scholar
• Wang H, Hill RT, Zheng T, et al. Effects of bacterial communities on biofuel-producing microalgae: stimulation, inhibition and harvesting. Crit Rev Biotechnol. 2016;36:341–352. doi:10.3109/07388551.2014.961402.
   PubMed Web of Science ®Google Scholar
• Lee Y, Lei Z. Microalgal-bacterial aggregates for wastewater treatment: a mini-review. Bioresour Technol Rep. 2019;8:100199. doi:10.1016/j.biteb.2019.100199.
   Google Scholar
• Su Y, Mennerich A, Urban B. Bioresource technology synergistic cooperation between wastewater-born algae and activated sludge for wastewater treatment : influence of algae and sludge inoculation ratios. Bioresour Technol. 2012;105:67–73. doi:10.1016/j.biortech.2011.11.113.
   PubMed Web of Science ®Google Scholar
• Sun L, Zuo W, Tian Y, et al. Performance and microbial community analysis of an algal-activated sludge symbiotic system: effect of activated sludge concentration. J Environ Sci. 2018: 1–12. doi:10.1016/j.jes.2018.04.010.
   Google Scholar
• Tiron O, Bumbac C, Patroescu IV, et al. Granular activated algae for wastewater treatment. Water Sci Technol. 2015;71:832–839. doi:10.2166/wst.2015.010.
   PubMed Web of Science ®Google Scholar
• Van Den Hende S, Beelen V, Julien L, et al. Technical potential of microalgal bacterial floc raceway ponds treating food-industry effluents while producing microalgal bacterial biomass: an outdoor pilot-scale study. Bioresour Technol. 2016;218:969–979. doi:10.1016/j.biortech.2016.07.065.
   PubMedGoogle Scholar
• He Q, Chen L, Zhang S, et al. Natural sunlight induced rapid formation of water-born algal-bacterial granules in an aerobic bacterial granular photo-sequencing batch reactor. J Hazard Mater. 2018;359:222–230. doi:10.1016/j.jhazmat.2018.07.051.
   PubMed Web of Science ®Google Scholar
• Huang W, Li B, Zhang C, et al. Bioresource technology effect of algae growth on aerobic granulation and nutrients removal from synthetic wastewater by using sequencing batch reactors. Bioresour Technol. 2015;179:187–192. doi:10.1016/j.biortech.2014.12.024.
   PubMed Web of Science ®Google Scholar
• Syafri J, Ahmad M, Cai W, et al. Bioresource technology stability of algal-bacterial granules in continuous- fl ow reactors to treat varying strength domestic wastewater. Bioresour Technol. 2017;244:225–233. doi:10.1016/j.biortech.2017.07.134.
   PubMedGoogle Scholar
• Xu Y, Wang Y, Yang Y, et al. The role of starvation in biomass harvesting and lipid accumulation : co-culture of microalgae – bacteria in synthetic wastewater. Environ Prog Sustain Energy. 2016;35:103–109. doi:10.1002/ep.
   Web of Science ®Google Scholar
• Zhang B, Lens PNL, Shi W, et al. Enhancement of aerobic granulation and nutrient removal by an algal-bacterial consortium in a laboratory scale photobioreactor. Chem Eng J. 2017. doi:10.1016/j.cej.2017.11.151
   PubMedGoogle Scholar
• García J, Green BF, Lundquist T, et al. Long term diurnal variations in contaminant removal in high rate ponds treating urban wastewater. Bioresour Technol. 2006;97:1709–1715. doi:10.1016/j.biortech.2005.07.019.
   PubMed Web of Science ®Google Scholar
• APHA, AWWA, and WPCF. Standard methods for the examination of water and wastewater. 22th ed Baltimore: Port City Press; 2012.
   Google Scholar
• Ji X, Jiang M, Zhang J, et al. The interactions of algae-bacteria symbiotic system and its effects on nutrients removal from synthetic wastewater. Bioresour Technol. 2017. doi:10.1016/j.biortech.2017.09.074
   Google Scholar
• Dubois M, Gilles KA, Hamilton JK, et al. Colorimetric method for determination of sugars and related substances. Anal Chem. 1956;28(3):350–356. doi:10.1021/ac60111a017.
   Web of Science ®Google Scholar
• Lowry H, Randall RJ. Protein measurement with the folin phenol reagent. J Biol Chem. 1951;193:265–275. doi:10.1016/S0021-9258(19)52451-6.
   PubMed Web of Science ®Google Scholar
• Oh H, Lee SJ, Park M, et al. Harvesting of Chlorella vulgaris using a bioflocculant from Paenibacillus sp AM49. Biotechnol Lett. 2001;23:1229–1234.
   Web of Science ®Google Scholar
• Caporaso JG, Kuczynski J, Stombaugh J, et al. QIIME allows analysis of high- throughput community sequencing data. Nature Methods. 2010;7(5):335–336. doi:10.1038/nmeth.f.303.
   PubMed Web of Science ®Google Scholar
• Edgar RC. Search and clustering orders of magnitude faster than BLAST. Bioinformatics. 2010;26:2460–2461. doi:10.1093/bioinformatics/btq461.
   PubMed Web of Science ®Google Scholar
• Brown EA, Chain FJJ, Crease TJ, et al. Divergence thresholds and divergent biodiversity estimates: can metabarcoding reliably describe zooplankton communities? Ecol Evol. 2015;5:2234–2251. doi:10.1002/ece3.1485.
   PubMedGoogle Scholar
• Edgar RC. (2013). UPARSE : highly accurate OTU sequences from microbial amplicon reads 10. doi:10.1038/nmeth.2604.
   Google Scholar
• Edgar RC, Haas BJ, Clemente JC, et al. UCHIME improves sensitivity and speed of chimera detection. Bioinformatics. 2011;27:2194–2200. doi:10.1093/bioinformatics/btr381.
   PubMed Web of Science ®Google Scholar
• Buchanan NA, Young P, Cromar NJ, et al. Performance of a high rate algal pond treating septic tank effluent from a community wastewater management scheme in rural South Australia. Algal Res. 2018;35:325–332. doi:10.1016/j.algal.2018.08.036.
   Google Scholar
• Zhu S, Qin L, Feng P, et al. Treatment of low C/N ratio wastewater and biomass production using co-culture of Chlorella vulgaris and activated sludge in a batch photobioreactor. Bioresour Technol. 2019;274:313–320. doi:10.1016/j.biortech.2018.10.034.
   PubMedGoogle Scholar
• Uggetti E, Sialve B, Hamelin J, et al. CO2 addition to increase biomass production and control microalgae species in high rate algal ponds treating wastewater. J CO2 Util. 2018;28:292–298. doi:10.1016/j.jcou.2018.10.009.
   Google Scholar
• Mehrabadi A, Craggs R, Farid MM. Biodiesel production potential of wastewater treatment high rate algal pond biomass. Bioresour Technol. 2016;221:222–233. doi:10.1016/j.biortech.2016.09.028.
   PubMed Web of Science ®Google Scholar
• Montemezzani V, Duggan IC, Hogg ID, et al. Zooplankton community influence on seasonal performance and microalgal dominance in wastewater treatment high rate algal ponds. Algal Res. 2016;17:168–184. doi:10.1016/j.algal.2016.04.014.
   Google Scholar
• Pinder LCV. Biology of freshwater Chironomidae. Annu Rev Entomol. 1986;31:1–23. doi:10.1146/annurev.ento.31.1.1.
   Web of Science ®Google Scholar
• Sutherland DL, Turnbull MH, Craggs RJ. Environmental drivers that influence microalgal species in fullscale wastewater treatment high rate algal ponds. Water Res. 2017;124:504–512. doi:10.1016/j.watres.2017.08.012.
   PubMed Web of Science ®Google Scholar
• Milferstedt K, Hamelin J, Park C, et al. Biogranules applied in environmental engineering. Int J Hydrogen Energy. 2017;42:27801–27811. doi:10.1016/j.ijhydene.2017.07.176.
   Web of Science ®Google Scholar
• Zhang B, Li W, Guo Y, et al. Microalgal-bacterial consortia: from interspecies interactions to biotechnological applications. Renew Sustain Energy Rev. 2020;118:109563. doi:10.1016/j.rser.2019.109563.
   Web of Science ®Google Scholar
• Fuentes JL, Garbayo I, Cuaresma M, et al. Impact of microalgae-bacteria interactions on the production of algal biomass and associated compounds. Mar Drugs. 2016;14(5):100. doi:10.3390/md14050100.
   PubMed Web of Science ®Google Scholar
• Janczukowicz W, Szewczyk M, Krzemieniewski M, et al. Settling properties of activated sludge from a sequencing batch reactor (SBR). Pol J Environ Stud. 2001;10:15–20.
   Web of Science ®Google Scholar
• Wang L, Liu J, Zhao Q, et al. Comparative study of wastewater treatment and nutrient recycle via activated sludge, microalgae and combination systems. Bioresour Technol. 2016;211:1–5. doi:10.1016/j.biortech.2016.03.048.
   PubMed Web of Science ®Google Scholar
• do Couto E, Calijuri ML, Assemany PP, et al. Influence of solar radiation on nitrogen recovery by the biomass grown in high rate ponds. Ecol Eng. 2015;81:140–145. doi:10.1016/j.ecoleng.2015.04.040.
   Google Scholar
• Muñoz R, Guieysse B. Algal-bacterial processes for the treatment of hazardous contaminants: a review. Water Res. 2006;40:2799–2815. doi:10.1016/j.watres.2006.06.011.
   PubMed Web of Science ®Google Scholar
• Gutiérrez R, Ferrer I, Uggetti E, et al. Settling velocity distribution of microalgal biomass from urban wastewater treatment high rate algal ponds. Algal Res. 2016;16:409–417. doi:10.1016/j.algal.2016.03.037.
   Google Scholar
• Mujtaba G, Lee K. Treatment of real wastewater using co-culture of immobilized Chlorella vulgaris and suspended activated sludge. Water Res. 2017;120:174–184. doi:10.1016/j.watres.2017.04.078.
   PubMed Web of Science ®Google Scholar
• Sutherland DL, Turnbull MH, Craggs RJ. Effects of two different nutrient loads on microalgal production, nutrient removal and photosynthetic efficiency in pilot-scale wastewater high rate algal ponds. Water Res. 2014;53:271–281. doi:10.1016/j.watres.2014.01.025.
   PubMed Web of Science ®Google Scholar
• Assemany PP, Calijuri ML, Santiago ADF, et al. Effect of solar radiation on the lipid characterization of biomass cultivated in high-rate algal ponds using domestic sewage. Environ Technol. 2014;35:2296–2305. doi:10.1080/09593330.2014.902111.
   PubMed Web of Science ®Google Scholar
• Perera IA, Abinandan S, Subashchandrabose SR, et al. Extracellular polymeric substances drive symbiotic interactions in bacterial‒microalgal consortia. Microb Ecol. 2021. doi:10.1007/s00248-021-01772-1
   Google Scholar
• Lakaniemi A-M, Hulatt CJ, Wakeman KD, et al. Eukaryotic and prokaryotic microbial communities during microalgal biomass production. Bioresour Technol. 2012;124:387–393. doi:10.1016/j.biortech.2012.08.048.
   PubMedGoogle Scholar
• Siddiqi MZ, Sok W, Choi G, et al. Simplicispira hankyongi sp. nov., a novel denitrifying bacterium isolated from sludge. Antonie van Leeuwenhoek. 2020;113:331–338. doi:10.1007/s10482-019-01341-0.
   PubMed Web of Science ®Google Scholar
• Wu X-T, He Y-Q, Li G-X, et al. Genome sequence of sulfide-dependent denitrification bacterium Thermomonas sp. strain XSG, isolated from marine sediment. Microbiol Resour Announc. 2021;10:e00057–21. doi:10.1128/MRA.00057-21.
   PubMedGoogle Scholar
• Xing W, Li J, Li P, et al. Effects of residual organics in municipal wastewater on hydrogenotrophic denitrifying microbial communities. J Environ Sci (China). 2018;65:262–270. doi:10.1016/j.jes.2017.03.001.
   PubMedGoogle Scholar
• Zielińska M, Rusanowska P, Jarząbek J, et al. Community dynamics of denitrifying bacteria in full-scale wastewater treatment plants. Environ Technol. 2016;37:2358–2367. doi:10.1080/09593330.2016.1150350.
   PubMed Web of Science ®Google Scholar
• Kong Y, Nielsen JL, Nielsen PH. Microautoradiographic study of rhodocyclus-related polyphosphate-accumulating bacteria in full-scale enhanced biological phosphorus removal plants. Appl Environ Microbiol. 2004;70:5383–5390. doi:10.1128/AEM.70.9.5383-5390.2004.
   PubMedGoogle Scholar
• Yang Y, Gerrity S, Collins G, et al. Enrichment and characterization of autotrophic Thiobacillus denitrifiers from anaerobic sludge for nitrate removal. Process Biochem. 2018;68:165–170. doi:10.1016/j.procbio.2018.02.017.
   Web of Science ®Google Scholar
• Cydzik-Kwiatkowska A, Zielińska M. Bacterial communities in full-scale wastewater treatment systems. World J Microbiol Biotechnol. 2016;32:66. doi:10.1007/s11274-016-2012-9.
   PubMed Web of Science ®Google Scholar
• Palma TL, Donaldben MN, Costa MC, et al. Putative role of flavobacterium, dokdonella and methylophilus strains in paracetamol biodegradation. Water Air Soil Pollut. 2018;229:200. doi:10.1007/s11270-018-3858-2.
   Google Scholar
• Yong Y-C, Wu X-Y, Sun J-Z, et al. Engineering quorum sensing signaling of Pseudomonas for enhanced wastewater treatment and electricity harvest: a review. Chemosphere. Wastewater-Energy Nexus. 2015;140:18–25. doi:10.1016/j.chemosphere.2014.10.020.
   Google Scholar
• Ramanan R, Kim B, Cho D, et al. Algae – bacteria interactions : evolution, ecology and emerging applications. Biotechnol Adv. 2016;34:14–29.
   PubMed Web of Science ®Google Scholar
• Perera IA, Abinandan S, Subashchandrabose SR, et al. Advances in the technologies for studying consortia of bacteria and cyanobacteria/microalgae in wastewaters. Crit Rev Biotechnol. 2019;39:709–731. doi:10.1080/07388551.2019.1597828.
   PubMed Web of Science ®Google Scholar
• Tait K, White DA, Kimmance SA, et al. Characterisation of bacteria from the cultures of a Chlorella strain isolated from textile wastewater and their growth enhancing effects on the axenic cultures of Chlorella vulgaris in low nutrient media. Algal Res. 2019;44:101666. doi:10.1016/j.algal.2019.101666.
   Google Scholar
• Lim Y-W, Lee S-A, Kim SB, et al. Diversity of denitrifying bacteria isolated from Daejeon sewage treatment plant. J Microbiol. 2005;43:383–390.
   PubMed Web of Science ®Google Scholar
• Zhang B, Ji M, Qiu Z, et al. Microbial population dynamics during sludge granulation in an anaerobic–aerobic biological phosphorus removal system. Bioresour Technol. 2011;102:2474–2480. doi:10.1016/j.biortech.2010.11.017.
   PubMed Web of Science ®Google Scholar
• Vandamme D, Foubert I, Fraeye I, et al. Flocculation of Chlorella vulgaris induced by high pH: role of magnesium and calcium and practical implications. Bioresour Technol. 2012;105:114–119. doi:10.1016/j.biortech.2011.11.105.
   PubMed Web of Science ®Google Scholar
• Zhang B, Liu L, Lin X, et al. Response surface methodology to optimize self-flocculation harvesting of microalgae Desmodesmus sp.CHX1. Environ Technol. 2021;0:1–9. doi:10.1080/09593330.2021.1892831.
   PubMed Web of Science ®Google Scholar