Mathematical Modelling on the effect of Mercury on the Growth Rate of Serratia marcescens strain DRY6 on Sodium Dodecyl Sulphate
DOI:
https://doi.org/10.54987/bessm.v6i2.748Keywords:
Serratia marcescens, Sodium Dodecyl Sulfate, SDS-degrading bacterium, Growth rate, MercuryAbstract
Sodium dodecyl sulfate (SDS) or sodium lauryl sulfate (SLS) is a common anionic surfactant found in various cleaning and personal hygiene products. It has both a polar "headgroup" and a hydrocarbon tail, giving it amphiphilic properties that make it effective as a detergent. However, this also makes it a major pollutant in aquatic environments. Researchers have studied the biodegradation of SDS by microorganisms, particularly bacteria, as a potential cleanup method. It has been found that mercury can significantly inhibit the degradation of SDS by the Serratia marcescens strain DRY6 bacteria. At different mercury concentrations, the bacteria exhibited sigmoidal growth with lag times of 7 to 10 hours, but overall growth was decreased with higher mercury concentrations, with a concentration of 1.0 g/L virtually stopping all growth. A modified Gompertz model was used to calculate growth rates at various mercury concentrations, and these rates were then modeled using five different models: modified Han-Levenspiel, Wang, Liu, modified Andrews, and Amor. Only three of the models (Wang, modified Han-Levenspiel, and Liu) were able to accurately fit the curve, with the Wang model performing the best statistically. The Wang model yielded estimates of 0.216 (95% confidence interval: 0.193 to 0.239) for the critical heavy metal ion concentration, 1.05 (95% confidence interval: 0.938 to 1.167) for the maximum growth rate, and 0.389 (95% confidence interval: 0.148 to 0.636) for the empirical constant , represented by Ccrit, max and m, respectively.
References
Prajapati H, Chauhan P, Gahlout M, Patel B, Patel H. Isolation And Characterization of Detergent Degrading Bacteria From Soil. Int J Adv Res Biol Sci. 2017;4(4):164-8.
Singh S, Gupta VK. Biodegradation And Bioremediation Of Pollutants: Perspectives Strategies And Applications. Int J Pharmacol Bio Sci. 2016;10(1):53-65.
Hashim MA, Hassan RS, Kulandai J. Malaysian studies of recalcitrant detergent wastewater. Effl Water Treat J. 1985;25(11):391-3.
Matthijs E, De Henau H. Determination of LAS: Determination of linear alkylbenzenesulfonates in aqueous samples, sediments, sludges and soils using HPLC. Tenside Deterg. 1987;24(4):193-9.
Vives-Rego J, Vaque MD, Leal JS, Parra J. Surfactants biodegradation in sea water. Tenside Surfactants Deterg. 1987;24(1):20-2.
Ludwig HF, Sekaran AS. Evaluation of use of anionic detergents (ABS) in Malaysia. Water Res. 1988;22(2):257-62.
Okpokwasili GC, Olisa AO. River-water biodegradation of surfactants in liquid detergents and shampoos. Water Res. 1991;25(11):1425-9.
Amund OO, Ilori MO, Odetundun FR. Degradation of Commercial Detergent Products by Microbial Populations of the Lagos Lagoon. Folia Microbiol (Praha). 1997;42(4):353-6.
Junfeng Y, Haowen C, Baoling W, Yongqi L. The anion detergent pollution of Antarctic Maxwell Bay and its adjacent sea areas. China Environ Sci. 1998;18(2):151-3.
Singh KL, Kumar A, Kumar A. Short communication: Bacillus cereus capable of degrading SDS shows growth with a variety of detergents. World J Microbiol Biotechnol. 1998;14(5):777-9.
Pettersson A, Adamsson M, Dave G. Toxicity and detoxification of Swedish detergents and softener products. Chemosphere. 2000;41(10):1611-20.
Ogbulie TE, Ogbulie JN, Umezuruike I. Biodegradation of detergents by aquatic bacterial flora from Otamiri River, Nigeria. Afr J Biotechnol. 2008;7(6):824-30.
Rebello S, Asok AK, Mundayoor S, Jisha MS. Surfactants: Toxicity, remediation and green surfactants. Environ Chem Lett. 2014;12(2):275-87.
Alsalahi MA, Latif MT, Ali MM, Magam SM, Wahid NBA, Khan MF, et al. Distribution of surfactants along the estuarine area of Selangor River , Malaysia. Mar Pollut Bull. 2014;80(1-2):344-50.
Cserháti T, Forgács E, Oros G. Biological activity and environmental impact of anionic surfactants. Environ Int. 2002;28(5):337-48.
Furmanczyk EM, Lipinski L, Dziembowski A, Sobczak A. Genomic and Functional Characterization of Environmental Strains of SDS-Degrading Pseudomonas spp., Providing a Source of New Sulfatases. Front Microbiol. 2018;9:1795.
Icgen B, Salik SB, Goksu L, Ulusoy H, Yilmaz F. Higher alkyl sulfatase activity required by microbial inhabitants to remove anionic surfactants in the contaminated surface waters. Water Sci Technol J Int Assoc Water Pollut Res. 2017 Nov;76(9-10):2357-66.
Yilmaz F, Icgen B. Characterization of SDS-degrading Delftia acidovorans and in situ monitoring of its temporal succession in SDS-contaminated surface waters. Environ Sci Pollut Res. 2014;21(12):7413-24.
Shahbazi R, Kasra-Kermanshahi R, Gharavi S, Moosavi- Nejad Z, Borzooee F. Screening of SDS-degrading bacteria from car wash wastewater and study of the alkylsulfatase enzyme activity. Iran J Microbiol. 2013;5(2):153-8.
Chaturvedi V, Kumar A. Presence of SDS-degrading enzyme, alkyl sulfatase (SdsA1) is specific to different strains of Pseudomonas aeruginosa. Process Biochem. 2013;48(4):688-93.
Syed M, Mahamood M, Shukor M, Shamaan NA, others. Isolation and characterization of SDS-degrading Pseudomonas aeruginosa sp. strain D1. Aust J Basic Appl Sci. 2010;4(10):5000-11.
George AL. Seasonal factors affecting surfactant biodegradation in Antarctic coastal waters: Comparison of a polluted and pristine site. Mar Environ Res. 2002;53(4):403-15.
Wang J, Wan W. Kinetic models for fermentative hydrogen production: a review. Int J Hydrog Energy. 2009;34(8):3313-23.
Liu X, Zhu Y, Yang ST. Construction and characterization of ack deleted mutant of Clostridium tyrobutyricum for enhanced butyric acid and hydrogen production. Biotechnol Prog. 2006;22(5):1265-75.
Wang Y, Zhao QB, Mu Y, Yu HQ, Harada H, Li YY. Biohydrogen production with mixed anaerobic cultures in the presence of high-concentration acetate. Int J Hydrog Energy. 2008;33(4):1164-71.
Amor L, Kennes C, Veiga MC. Kinetics of inhibition in the biodegradation of monoaromatic hydrocarbons in presence of heavy metals. Bioresour Technol. 2001 Jun 1;78(2):181-5.
Andrews JF. A mathematical model for the continuous culture of microorganisms utilizing inhibitory substrates. Biotechnol Bioeng. 1968 Nov 1;10(6):707-23.
Manogaran M, Othman AR, Shukor MY, Halmi MIE. Modelling the Effect of Heavy Metal on the Growth Rate of an SDS-degrading Pseudomonas sp. strain DRY15 from Antarctic soil. Bioremediation Sci Technol Res. 2019 Jul 31;7(1):41-5.
Rahman MF, Rusnam M, Gusmanizar N, Masdor NA, Lee CH, Shukor MS, et al. Molybdate-reducing and SDS-degrading Enterobacter sp. strain Neni-13. Nova Biotechnol Chim. 2016;15(2):166-81.
Rusnam M, Gusmanizar N. Characterization of the growth on SDS by Enterobacter sp. strain Neni-13. J Biochem Microbiol Biotechnol. 2017 Dec 31;5(2):28-32.
Othman AR, Yusof MT, Shukor MY. Biodegradation of Sodium Dodecyl Sulphate (SDS) by Serratia marcescens strain DRY6. Bioremediation Sci Technol Res. 2019 Dec 28;7(2):9-14.
Masdor N, Abd Shukor MS, Khan A, Bin Halmi MIE, Abdullah SRS, Shamaan NA, et al. Isolation and characterization of a molybdenum-reducing and SDS- degrading Klebsiella oxytoca strain Aft-7 and its bioremediation application in the environment. Biodiversitas. 2015;16(2):238-46.
Shukor MS, Shukor MY. A microplate format for characterizing the growth of molybdenum-reducing bacteria. J Environ Microbiol Toxicol. 2014;2(2):42-4.
Christen P, Vega A, Casalot L, Simon G, Auria R. Kinetics of aerobic phenol biodegradation by the acidophilic and hyperthermophilic archaeon Sulfolobus solfataricus 98/2. Biochem Eng J. 2012;62:56-61.
Basak B, Bhunia B, Dutta S, Chakraborty S, Dey A. Kinetics of phenol biodegradation at high concentration by a metabolically versatile isolated yeast Candida tropicalis PHB5. Environ Sci Pollut Res. 2014;21(2):1444-54.
Halmi MIE, Shukor MS, Johari WLW, Shukor MY. Mathematical modeling of the growth kinetics of Bacillus sp. on tannery effluent containing chromate. J Environ Bioremediation Toxicol. 2014;2(1):6-10.
Halmi MIE, Shukor MS, Johari WLW, Shukor MY. Evaluation of several mathematical models for fitting the growth of the algae Dunaliella tertiolecta. Asian J Plant Biol. 2014;2(1):1-6.
Chaturvedi V, Kumar A. Isolation of a strain of Pseudomonas putida capable of metabolizing anionic detergent sodium dodecyl sulfate (SDS). Iran J Microbiol. 2011;3(1):47-53.
John EM, Rebello S, Asok AK, Jisha MS. Pseudomonas plecoglossicida S5, a novel nonpathogenic isolate for sodium dodecyl sulfate degradation. Environ Chem Lett. 2015;13(1):117-23.
Rebello S, Asok AK, Mundayoor S, Jisha MS. Surfactants: Toxicity, remediation and green surfactants. Environ Chem Lett. 2014;12(2):275-87.
Gopinath KP, Kathiravan MN, Srinivasan R, Sankaranarayanan S. Evaluation and elimination of inhibitory effects of salts and heavy metal ions on biodegradation of Congo red by Pseudomonas sp. mutant. Bioresour Technol. 2011;102(4):3687-93.
Hettiarachchi GM, Pierzynski GM, Ransom MD. In situ stabilization of soil lead using phosphorus and manganese oxide. Environ Sci Technol. 2000;34(21):4614-9.
Babich H, Stotzky G. Effect of Cadmium on Fungi and on Interactions Between Fungi and Bacteria in Soil: Influence of Clay Minerals and pH. Appl Environ Microbiol. 1977 May;33(5):1059-66.
Kamel Z. Toxicity of cadmium to twoStreptomyces species as affected by clay minerals. Plant Soil. 1986 Jun 1;93(2):195-203.
Roane TM, Josephson KL, Pepper IL. Dual-Bioaugmentation Strategy To Enhance Remediation of Cocontaminated Soil. Appl Environ Microbiol. 2001 Jul;67(7):3208-15.
Manara A, DalCorso G, Baliardini C, Farinati S, Cecconi D, Furini A. Pseudomonas putida response to cadmium: changes in membrane and cytosolic proteomes. J Proteome Res. 2012 Aug 3;11(8):4169-79.
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