Primary Growth Models Investigation of Pseudomonas nitroreducens Growth on Octylphenol Polyethoxylates
DOI:
https://doi.org/10.54987/jemat.v11i1.843Keywords:
Primary kinetics, Octylphenol polyethoxylates, Degradation, Pseudomonas nitroreducens, Modified LogisticsAbstract
This study evaluated the degradation of octylphenol polyethoxylates by Pseudomonas nitrore-ducens TX1 using secondary kinetics analysis. Nonlinear kinetic regression was employed through the utilization of curve-fitting software in order to fit the digitized growth degradation data. A comprehensive analysis was conducted using various statistical metrics including root-mean-square error (RMSE), adjusted coefficient of determination (adjR2), bias factor (BF), accu-racy factor (AF), corrected AICc (Akaike Information Criterion), Bayesian Information Criterion (BIC), and Hannan-Quinn information criterion (HQC). The accuracy and statistical analysis of the kinetic models used showed that only the Huang, Baranyi Roborts, modified Gompertz, Bu-chanan-3-phase, modified Richards and Von Bertalanffy model fit the data, with modified Logis-tics having the best model with low RMSE and AICc values, highest adjusted R2 values, and Bias Factor and Accuracy Factor values closest to unity. The calculated values for the modified Logis-tics constant maximum growth rate (m), maximum growth value (A) and lag period (l), were 0.179 (h-1), 2.199 and 13.015 h, respectively. Growth curve of the bacterium on varying concen-trations of this compound can then be modelled using this model and the maximum growth rate value can be utilized for secondary modelling works further revealing important parameters.
References
Schüürmann G. Acute aquatic toxicity of alkyl phenol ethox-ylates. Ecotoxicol Environ Saf. 1991 Apr 1;21(2):227-33.
Baldwin WS, Graham SE, Shea D, LeBlanc GA. Altered Met-abolic Elimination of Testosterone and Associated Toxicity Following Exposure ofDaphnia magnato Nonylphenol Poly-ethoxylate. Ecotoxicol Environ Saf. 1998 Feb 1;39(2):104-11.
Osimitz TG, Droege W, Driver JH. Human Risk Assessment for Nonylphenol. Hum Ecol Risk Assess Int J. 2015 Oct 3;21(7):1903-19.
TenEyck MC, Markee TP. Toxicity of Nonylphenol, Nonylphenol Monoethoxylate, and Nonylphenol Diethox-ylate and Mixtures of these Compounds to Pimephales pro-melas (Fathead Minnow) and Ceriodaphnia dubia. Arch En-viron Contam Toxicol. 2007 Nov 1;53(4):599-606.
Song M, Bielefeldt AngelaR. Toxicity and inhibition of bacte-rial growth by series of alkylphenol polyethoxylate nonionic surfactants. J Hazard Mater. 2012 Jun 15;219-220:127-32.
Chen HJ, Guo GL, Tseng DH, Cheng CL, Huang SL. Growth factors, kinetics and biodegradation mechanism associated with Pseudomonas nitroreducens TX1 grown on octylphenol polyethoxylates. J Environ Manage. 2006 Sep 1;80(4):279-86.
Rohatgi A. WebPlotDigitizer-Extract Data from Plots, Imag-es, and Maps [Internet]. 2018 [cited 2019 Jan 1]. Available from: http://arohatgi. info/WebPlotDigitizer
Zhao S. The insignificant structural break in the relationship between improved observed hand hygiene on methicillin-resistant Staphylococcus aureus bloodstream infection rates in Ireland: a data-driven re-analysis. Epidemiol Infect. 2020 Jan;148:e297.
Qiu M, Zhang Y, Long Z, He Y. Effect of Protein-Rich Breakfast on Subsequent Energy Intake and Subjective Ap-petite in Children and Adolescents: Systematic Review and Meta-Analysis of Randomized Controlled Trials. Nutrients. 2021 Aug;13(8):2840.
Aydin O, Yassikaya MY. Validity and Reliability Analysis of the PlotDigitizer Software Program for Data Extraction from Single-Case Graphs. Perspect Behav Sci. 2022 Mar 1;45(1):239-57.
Cicala M, Festa V, Marrone A. Data extraction from vintage well sonic log graphs in the ViDEPI project (offshore the Apulia, southern Italy): A multi-useful dataset. Data Brief. 2023 Feb 1;46:108814.
Sandi BŠ, Vedran M, Jasna PO, Car Z. Determining normal-ized friction torque of an industrial robotic manipulator using the symbolic regression method. Ind 40. 2023;8(1):21-4.
Uba G, Yakasai HM, Abubakar A. Mathematical modeling of the biodegradation of phenol from industrial effluents using immobilized Pseudomonas putida. J Biochem Microbiol Bio-technol. 2020 Jul 31;8(1):15-8.
Manogaran M, Ahmad SA, Yasid NA, Yakasai HM, Shukor MY. Characterisation of the simultaneous molybdenum re-duction and glyphosate degradation by Burkholderia viet-namiensis AQ5-12 and Burkholderia sp. AQ5-13. 3 Biotech. 2018 Feb 7;8(2):117.
Sundarraj S, Sudarmani DNP, Samuel P, Sevarkodiyone SP. Bioremediation of hexavalent chromium by transformation of Escherichia coli DH5? with chromate reductase (ChrR) genes of Pseudomonas putida isolated from tannery effluent. J Appl Microbiol. 2023 Jan 1;134(1):lxac019.
Allan DS, Holbein BE. Iron Chelator DIBI Suppresses For-mation of Ciprofloxacin-Induced Antibiotic Resistance in Staphylococcus aureus. Antibiotics. 2022 Nov;11(11):1642.
Chopra S, Kumar D. Biodegradation and Kinetic Analysis of Acetaminophen with Co-culture of Bacterial Strains Isolated from Sewage Wastewater. Curr Microbiol. 2020 Oct 1;77(10):3147-57.
Jung S, Lee JH. Characterization of transcriptional response of Lactobacillus plantarum under acidic conditions provides insight into bacterial adaptation in fermentative environ-ments. Sci Rep. 2020 Nov 5;10(1):19203.
Sghaier I, Ouertani A, Ouertani R, Chouchane H, Masmoudi A, Cherif A, et al. Eco-sustainable bioremediation of indus-trial azodye micropollutants by extremophilic plant growth promoting bacterium Halomonas desertis G11. MOJ Appl Bionics Biomech [Internet]. 2022 Aug 1 [cited 2023 Dec 22];Volume 6(Issue 1). Available from: https://medcraveonline.com/MOJABB/MOJABB-06-00161.pdf
Calvayrac C, Romdhane S, Barthelmebs L, Rocaboy E, Cooper JF, Bertrand C. Growth abilities and phenotype sta-bility of a sulcotrione-degrading Pseudomonas sp. isolated from soil. Int Biodeterior Biodegrad. 2014;91:104-10.
Wang Y, Fan Y, Gu JD. Dimethyl phthalate ester degradation by two planktonic and immobilized bacterial consortia. Int Biodeterior Biodegrad. 2004;53(2):93-101.
Wang GL, Li XF, Zhang H, Xiong MH, Li F. Optimization of CTN-4 to chlorothalonil-degrading conditions and a kinetics model. Zhongguo Huanjing KexueChina Environ Sci. 2013;33(11):1999-2005.
Wang Y, Zhao QB, Mu Y, Yu HQ, Harada H, Li YY. Biohy-drogen production with mixed anaerobic cultures in the pres-ence of high-concentration acetate. Int J Hydrog Energy. 2008 Feb 1;33(4):1164-71.
Juneja VK, Melendres MV, Huang L, Subbiah J, Thippareddi H. Mathematical modeling of growth of Salmonella in raw ground beef under isothermal conditions from 10 to 45 °C. Int J Food Microbiol. 2009;131(2-3):106-11.
Sevinç P, Gündüz U, Eroglu I, Yücel M. Kinetic analysis of photosynthetic growth, hydrogen production and dual sub-strate utilization by Rhodobacter capsulatus. Int J Hydrog Energy. 2012;37(21):16430-6.
Karthic P, Joseph S, Arun N, Varghese LA, Santhiagu A. Biohydrogen production using anaerobic mixed bacteria: Process parameters optimization studies. J Renew Sustain Energy. 2013;5(6).
Deniz F, Kepekci RA. Bioremoval of Malachite green from water sample by forestry waste mixture as potential bio-sorbent. Microchem J. 2017 May 1;132:172-8.
Germec M, Turhan I. Ethanol production from acid-pretreated and detoxified tea processing waste and its model-ing. Fuel. 2018 Nov 1;231:101-9.
Yahuza S, Sabo IA. Mathematical Modelling of the Growth of Bacillus cereus Strain wwcp1on Malachite Green Dye. J Biochem Microbiol Biotechnol. 2021 Dec 31;9(2):25-9.
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