Abstract
Bioremediation using isolated anti-cyanobacterial microorganism has been widely applied in harmful algal blooms (HABs) control. In order to improve the secretion of activated anti-cyanobacterial substances, and lower the cost, a sequential optimization of the culture medium based on statistical design was employed for enhancing the anti-cyanobacterial substances production and chlorophyll a (Chl a) removal by Streptomyces sp. HJC-D1 in the paper. Sucrose and KNO3 were selected as the most suitable carbon and nitrogen sources based on the one-at-a-time strategy method, and sucrose, KNO3 and initial pH were found as major factors that affected the anti-cyanobacterial ability of the isolated stain via the Plackett–Burman design. Based on the response surface and canonical analysis, the optimum condition of culture medium was obtained at 22.73 g l-1 of sucrose, 0.96 g l-1 of KNO3, and initial pH 8.82, and the Chl a removal efficiency by strain HJC-D1 increased from 63 ± 2 % to 78 ± 2 % on the optimum conditions.
Similar content being viewed by others
References
APHA (1998) Standard methods for the examination of water and wastewater, 20th edn. American Public Health Association (APHA)
Badhan AK, Chadha BS, Kaur J, Saini HS, Bhat MK (2007) Production of multiple xylanolytic and cellulolytic enzymes by thermophilic fungus Myceliophthora sp IMI 387099. Bioresour Technol 98(3):504–510. doi:10.1016/j.biortech.2006.02.009
Bankar SB, Singhal RS (2010) Optimization of poly-epsilon-lysine production by Streptomyces noursei NRRL 5126. Bioresour Technol 101(21):8370–8375. doi:10.1016/j.biortech.2010.06.004
Chen FZ, Song XL, Hu YH, Liu ZW, Qin BQ (2009) Water quality improvement and phytoplankton response in the drinking water source in Meiliang Bay of Lake Taihu, China. Ecol Eng 35(11):1637–1645. doi:10.1016/j.ecoleng.2008.01.001
Choi HJ, Kim BH, Kim JD, Han MS (2005) Streptomyces neyagawaensis as a control for the hazardous biomass of Microcystis aeruginosa (Cyanobacteria) in eutrophic freshwaters. Biol Control 33(3):335–343. doi:10.1016/j.biocontrol.2005.03.007
Chow CWK, Drikas M, House J, Burch MD, Velzeboer RMA (1999) The impact of conventional water treatment processes on cells of the cyanobacterium Microcystis aeruginosa. Water Res 33(15):3253–3262
Fang F, Zeng RJ, Sheng GP, Yu HQ (2010) An integrated approach to identify the influential priority of the factors governing anaerobic H2 production by mixed cultures. Water Res 44(10):3234–3242. doi:10.1016/j.watres.2010.03.001
Fu XT, Lin H, Kim SM (2009) Optimization of medium composition and culture conditions for agarase production by Agarivorans albus YKW-34. Proc Biochem 44(10):1158–1163. doi:10.1016/j.procbio.2009.06.012
Gao H, Liu M, Liu JT, Dai HQ, Zhou XL, Liu XY, Zhuo Y, Zhang WQ, Zhang LX (2009) Medium optimization for the production of avermectin B1a by Streptomyces avermitilis 14-12A using response surface methodology. Bioresour Technol 100(17):4012–4016. doi:10.1016/j.biortech.2009.03.013
Garcia-Villada L, Rico M, Altamirano M, Sanchez-Martin L, Lopez-Rodas V, Costas E (2004) Occurrence of copper resistant mutants in the toxic cyanobacteria Microcystis aeruginosa: characterisation and future implications in the use of copper sulphate as algaecide. Water Res 38(8):2207–2213. doi:10.1016/j.watres.2004.01.036
He J, Zhen QW, Qiu N, Liu ZD, Wang BJ, Shao ZZ, Yu ZN (2009) Medium optimization for the production of a novel bioflocculant from Halomonas sp V3a' using response surface methodology. Bioresour Technol 100(23):5922–5927. doi:10.1016/j.biortech.2009.06.087
Hitzfeld BC, Hoger SJ, Dietrich DR (2000) Cyanobacterial toxins: removal during drinking water treatment, and human risk assessment. Environ Health Pers 108:113–122. doi:10.2307/3454636
Hua XH, Li JH, Li JJ, Zhang LH, Cui Y (2009) Selective inhibition of the cyanobacterium, Microcystis, by a Streptomyces sp. Biotechnol Lett 31(10):1531–1535. doi:10.1007/s10529-009-0051-0
Jia Y, Han GM, Wang CY, Guo P, Jiang WX, Li XN, Tian XJ (2011) The efficacy and mechanisms of fungal suppression of freshwater harmful algal bloom species. J Hazard Mater 183(1–3):176–181. doi:10.1016/j.jhazmat.2010.07.009
Kong Y, Chen J, Xu XY, Zhu L (2013a) Spectra characteristic of degradation products and inhibition mechanism of Streptomyces sp HJC-D1 on Microcystis aeruginosa. Spectrosc Spectr Anal 33:167–171
Kong Y, Xu XY, Zhu L (2013b) Cyanobactericidal effect of Streptomyces sp HJC-D1 on Microcystis auruginosa. PLoS ONE 8(2):e57654
Kong Y, Zhu L, Zou P, Qi JQ, Yang Q, Song LM, Xu XY, Miao LH (2013c) Isolation and characterization of dissolved organic matter fractions from antialgal products of Microcystis aeruginosa. Environ Sci Pollut Res. doi:10.1007/s11356-013-2114-y
Kong Y, Zou P, Yang Q, Xu XY, Miao LH, Zhu L (2013d) Physiological responses of Microcystis aeruginosa under the stress of antialgal actinomycetes. J Hazard Mater 262:274–280
Lakshmikanth M, Manohar S, Souche Y, Lalitha J (2006) Extracellular b-agarase LSL-1 producing neoagarobiose from a newly isolated agar-liquefying soil bacterium, Acinetobacter sp. AG LSL-1. World J Microbiol Biotechnol 22:1087–1094
Liu XY, Ren B, Gao H, Liu M, Dai HQ, Song FH, Yu ZY, Wang SJ, Hu JC, Kokare CR, Zhang LX (2012) Optimization for the production of surfactin with a new synergistic antifungal activity. PLoS ONE 7(5):e34430. doi:10.1371/journal.pone.003443
Lovejoy C, Bowman JP, Hallegraeff GM (1998) Algicidal effects of a novel marine Pseudoalteromonas isolate (class Proteobacteria, gamma subdivision) on harmful algal bloom species of the genera Chattonella, Gymnodinium, and Heterosigma. Appl Environ Microbiol 64(8):2806–2813
Manikandan M, Pasic L, Kannan V (2009) Optimization of growth media for obtaining high-cell density cultures of halophilic archaea (family Halobacteriaceae) by response surface methodology. Bioresour Technol 100(12):3107–3112. doi:10.1016/j.biortech.2009.01.033
Mao XB, Eksriwong T, Chauvatcharin S, Zhong JJ (2005) Optimization of carbon source and carbon/nitrogen ratio for cordycepin production by submerged cultivation of medicinal mushroom Cordyceps militaris. Proc Biochem 40(5):1667–1672. doi:10.1016/j.procbio.2004.06.046
Pitois S, Jackson MH, Wood BJB (2001) Sources of the eutrophication problems associated with toxic algae: an overview. J Environ Health 64(5):25–32
Purama RK, Goyal A (2008) Screening and optimization of nutritional factors for higher dextransucrase production by Leuconostoc mesenteroides NRRL B-640 using statistical approach. Bioresour Technol 99(15):7108–7114. doi:10.1016/j.biortech.2008.01.032
Qin BQ, Yang LY, Chen FZ, Zhu GW, Zhang L, Chen YY (2006) Mechanism and control of lake eutrophication. Chin Sci Bull 51(19):2401–2412. doi:10.1007/s11434-006-2096-y
Rao YK, Tsay KJ, Wu WS, Tzeng YM (2007) Medium optimization of carbon and nitrogen sources for the production of spores from Bacillus amyloliquefaciens B128 using response surface methodology. Proc Biochem 42(4):535–541. doi:10.1016/j.procbio.2006.10.007
Rapala J, Lahti K, Rasanen LA, Esala AL, Niemela SI, Sivonen K (2002) Endotoxins associated with cyanobacteria and their removal during drinking water treatment. Water Res 36(10):2627–2635
Redhead K, Wright SJL (1978) Isolation and properties of fungi that lyse blue-green-algae. Appl Environ Microbiol 35(5):962–969
Rippka R, Deruelles J, Waterbury JB, Herdman M, Stanier RY (1979) Generic assignments, strain histories and properties of pure cultures of cyanobacteria. J Gen Microbiol 111(Mar):1–61
Sansonetti S, Curcio S, Calabro V, Iorio G (2010) Optimization of ricotta cheese whey (RCW) fermentation by response surface methodology. Bioresour Technol 101(23):9156–9162. doi:10.1016/j.biortech.2010.07.030
Shi SY, Liu YD, Shen YW, Li GB, Li DH (2006) Lysis of Aphanizomenon flos-aquae (Cyanobacterium) by a bacterium Bacillus cereus. Biol Control 39(3):345–351. doi:10.1016/j.biocontrol.2006.06.011
Song XJ, Zhang XC, Kuang CH, Zhu LY, Guo N (2007) Optimization of fermentation parameters for the biomass and DHA production of Schizochytrium limacinum OUC88 using response surface methodology. Proc Biochem 42(10):1391–1397. doi:10.1016/j.procbio.2007.07.014
Tabbene O, Ben Slimene I, Djebali K, Mangoni ML, Urdaci MC, Limam F (2009) Optimization of medium composition for the production of antimicrobial activity by Bacillus subtilis B38. Biotechnol Progr 25(5):1267–1274. doi:10.1002/btpr.202
Tang XQ, Wu M, Yang WJ, Yin W, Jin F, Ye M, Currie N, Scholz M (2012) Ecological strategy for eutrophication control. Water Air Soil Pollut 223:723–737
Wang X, Li ZJ, Su JQ, Tian Y, Ning XR, Hong HS, Zheng TL (2010) Lysis of a red-tide causing alga, Alexandrium tamarense, caused by bacteria from its phycosphere. Biol Control 52(2):123–130. doi:10.1016/j.biocontrol.2009.10.004
Zinatizadeh AAL, Mohamed AR, Abdullah AZ, Mashitah MD, Isa MH, Najafpour GD (2006) Process modeling and analysis of palm oil mill effluent treatment in an up-flow anaerobic sludge fixed film bioreactor using response surface methodology (RSM). Water Res 40(17):3193–3208. doi:10.1016/j.watres.2006.07.005
Acknowledgments
This work was financially supported by the National Key Technology R&D Program (Nos. 2006BAJ08B01/2012BAJ25B07), the National Key Science and Technology Project: Water Pollution Control and Treatment (No. 2012ZX07101-012).
Author information
Authors and Affiliations
Corresponding authors
Additional information
Responsible editor: Robert Duran
Rights and permissions
About this article
Cite this article
Kong, Y., Zou, P., Miao, L. et al. Medium optimization for the production of anti-cyanobacterial substances by Streptomyces sp. HJC-D1 using response surface methodology. Environ Sci Pollut Res 21, 5983–5990 (2014). https://doi.org/10.1007/s11356-014-2532-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-014-2532-5