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Insights into doxycycline adsorption onto graphene nanosheet: a combined quantum mechanics, thermodynamics, and kinetic study

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Abstract

Recently, pharmaceutically active compounds including antibiotics have been detected in drinking water at very low levels, mostly nanogram/liter concentrations, proposing that these materials were unaffected by water treatment processes. Adsorption processes were suggested to play a significant role in the removal of antibiotics. In this study, the adsorption behavior of doxycycline (DC) in aqueous solution was evaluated. The four factors influencing the adsorption of DC onto graphene nanosheet (GNS) were studied. The results showed that initial pH ∼ 6 to 7 and contact time ∼ 200 min are optimum. The monolayer adsorption capacity was reduced with the increasing temperature from 25 to 45 °C. Nonlinear regressions were carried out to define the best fit model for every system. Among various models, the Hill isotherm model represented the equilibrium adsorption data of antibiotics while the kinetic data were well fitted by the Elovich kinetic model. The maximum adsorption capacity (q max) was 110 mg.g−1, obtained from the Hill equation. Semiempirical molecular orbital theory was used to investigate the molecular interaction of the adsorption system. The experiments and semiempirical computation have systematically demonstrated that DC could be adsorbed onto GNS by π- π and electrostatic interactions. It was shown that there is a good compromise with the experimental results.

Insights into doxycycline adsorption onto graphene nanosheet: quantum mechanics, thermodynamics, and kinetic study.

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References

  • Al-Musawi TJ, Brouers F, Zarrabi M (2017) Kinetic modeling of antibiotic adsorption onto different nanomaterials using the Brouers–Sotolongo fractal equation. Environ Sci Pollut Res 24(4):4048–4057

    Article  CAS  Google Scholar 

  • Arpin-Pont L, Bueno MJM, Gomez E, Fenet H (2016) Occurrence of PPCPs in the marine environment: a review. Environ Sci Pollut Res 23(6):4978–4991

    Article  Google Scholar 

  • Bersani M, Gupta K, Mishra AK, Lanza R, Taylor SFR, Islam H-U, Hollingsworth N, Hardacre C, de Leeuw NH, Darr JA (2016) Combined EXAFS, XRD, DRIFTS, and DFT study of nano copper-based catalysts for CO2 hydrogenation. ACS Catal 6(9):5823–5833

    Article  CAS  Google Scholar 

  • Elhafez SEA, Hamad HA, Zaatout AA, Malash GF (2017) Management of agricultural waste for removal of heavy metals from aqueous solution: adsorption behaviors, adsorption mechanisms, environmental protection, and techno-economic analysis. Environ Sci Pollut Res 24(2):1397–1415

    Article  Google Scholar 

  • Gao Y, Li Y, Zhang L, Huang H, Hu J, Shah SM, Su X (2012) Adsorption and removal of tetracycline antibiotics from aqueous solution by graphene oxide. J Colloid Interface Sci 368(1):540–546

    Article  CAS  Google Scholar 

  • George L, Wittmann L, Kalume A, Reid SA (2010) Photoinduced electron transfer in a prototypical Mulliken donor−acceptor complex: C2H4···Br2. J Phys Chem Lett 1(17):2618–2621

    Article  CAS  Google Scholar 

  • Ghasemi JB, Rofouei MK, Salahinejad M (2011) A quantitative structure–property relationships study of the stability constant of crown ethers by molecular modelling: new descriptors for lariat effect. J Incl Phenom Macrocycl Chem 70(1):37–47

    Article  CAS  Google Scholar 

  • Guo X, Yan Z, Zhang Y, Kong X, Kong D, Shan Z, Wang N (2017) Removal mechanisms for extremely high-level fluoroquinolone antibiotics in pharmaceutical wastewater treatment plants. Environ Sci Pollut Res 24(9):8769–8777

    Article  CAS  Google Scholar 

  • Hena S, Rozi R, Tabassum S, Huda A (2016) Simultaneous removal of potent cyanotoxins from water using magnetophoretic nanoparticle of polypyrrole: adsorption kinetic and isotherm study. Environ Sci Pollut Res 23(15):14868–14880

    Article  CAS  Google Scholar 

  • Herrick DR (2005) Connecting Pauling and Mulliken electronegativities. J Chem Theory Comput 1(2):255–260

    Article  CAS  Google Scholar 

  • Huang L, Li Z, Li R, Wu H (2016) Comparative study of phosphorus adsorption behaviors in lake sediments over short and long periods of time: implication for the prediction of the release of phosphorus by CaCl2 and NaHCO3 extraction. Environ Sci Pollut Res 23(24):25145–25155

    Article  CAS  Google Scholar 

  • Iakovleva E, Sillanpää M (2013) The use of low-cost adsorbents for wastewater purification in mining industries. Environ Sci Pollut Res 20(11):7878–7899

    Article  CAS  Google Scholar 

  • Khaled K (2010) Studies of iron corrosion inhibition using chemical, electrochemical and computer simulation techniques. Electrochim Acta 55(22):6523–6532

    Article  CAS  Google Scholar 

  • Khan A, Wang J, Li J, Wang X, Chen Z, Alsaedi A, Hayat T, Chen Y, Wang X (2017) The role of graphene oxide and graphene oxide-based nanomaterials in the removal of pharmaceuticals from aqueous media: a review. Environ Sci Pollut Res 24(9):7938–7958

    Article  CAS  Google Scholar 

  • Kostić M, Đorđević M, Mitrović J, Velinov N, Bojić D, Antonijević M, Bojić A (2017) Removal of cationic pollutants from water by xanthated corn cob: optimization, kinetics, thermodynamics, and prediction of purification process. Environ Sci Pollut Res

  • Lewars, E. G. (2016). Semiempirical calculations. Computational chemistry, Springer: 421–482

  • Li T, Wang T, Qu G, Liang D, Hu S (2017) Synthesis and photocatalytic performance of reduced graphene oxide–TiO2 nanocomposites for orange II degradation under UV light irradiation. Environ Sci Pollut Res 24(13):12416–12425

    Article  CAS  Google Scholar 

  • McMurry, J. E. and R. C. Fay (2013). General chemistry: atoms first, Pearson Higher Ed

  • Module F (2011) Material Studio 6.0. Accelrys Inc., San Diego

    Google Scholar 

  • Mondal MK, Garg R (2017) A comprehensive review on removal of arsenic using activated carbon prepared from easily available waste materials. Environ Sci Pollut Res 24(15):13295–13306

    Article  CAS  Google Scholar 

  • Mulliken RS (1967) Mulliken proposes molecular orbitals. J Chem Educ 44(3):156

    Article  Google Scholar 

  • Natali Sora I, Fumagalli D (2017) Fast photocatalytic degradation of pharmaceutical micropollutants and ecotoxicological effects. Environ Sci Pollut Res 24(14):12556–12561

    Article  CAS  Google Scholar 

  • Newcomb LF, Gellman SH (1994) Aromatic stacking interactions in aqueous solution: evidence that neither classical hydrophobic effects nor dispersion forces are important. J Am Chem Soc 116(11):4993–4994

    Article  CAS  Google Scholar 

  • Obimakinde S, Fatoki O, Opeolu B, Olatunji O (2017) Veterinary pharmaceuticals in aqueous systems and associated effects: an update. Environ Sci Pollut Res 24(4):3274–3297

    Article  Google Scholar 

  • Oh S, Shin WS, Kim HT (2016) Effects of pH, dissolved organic matter, and salinity on ibuprofen sorption on sediment. Environ Sci Pollut Res 23(22):22882–22889

    Article  CAS  Google Scholar 

  • Pople JA, Santry DP, Segal GA (1965) Approximate self-consistent molecular orbital theory. I. Invariant procedures. J Chem Phys 43(10):S129–S135

    Article  CAS  Google Scholar 

  • Pople JA, Segal GA (1965) Approximate self-consistent molecular orbital theory. II. Calculations with complete neglect of differential overlap. J Chem Phys 43(10):S136–S151

    Article  CAS  Google Scholar 

  • Qu W, Liu J, Shen F, Wei P, Lei Y (2016) Mechanism of mercury-iodine species binding on carbonaceous surface: insight from density functional theory study. Chem Eng J 306:704–708

    Article  CAS  Google Scholar 

  • Radović TT, Grujić SD, Kovačević SR, Laušević MD, Dimkić MA (2016) Sorption of selected pharmaceuticals and pesticides on different river sediments. Environ Sci Pollut Res 23(24):25232–25244

    Article  Google Scholar 

  • Raval NP, Shah PU, Shah NK (2016) Adsorptive amputation of hazardous azo dye Congo red from wastewater: a critical review. Environ Sci Pollut Res 23(15):14810–14853

    Article  CAS  Google Scholar 

  • Rostamian R, Behnejad H (2016) A comparative adsorption study of sulfamethoxazole onto graphene and graphene oxide nanosheets through equilibrium, kinetic and thermodynamic modeling. Process Saf Environ Prot 102:20–29

    Article  CAS  Google Scholar 

  • Rostamian R, Behnejad H (2017) A unified platform for experimental and quantum mechanical study of antibiotic removal from water. J Water Process Eng 17:207–215

    Article  Google Scholar 

  • Rostamian R, Behnejad H (2018) A comprehensive adsorption study and modeling of antibiotics as a pharmaceutical waste by graphene oxide nanosheets. Ecotoxicol Environ Saf 147:117–123

    Article  CAS  Google Scholar 

  • Rostamian R, Najafi M, Rafati AA (2011) Synthesis and characterization of thiol-functionalized silica nano hollow sphere as a novel adsorbent for removal of poisonous heavy metal ions from water: kinetics, isotherms and error analysis. Chem Eng J 171(3):1004–1011

    Article  CAS  Google Scholar 

  • Shan D, Deng S, Zhao T, Yu G, Winglee J, Wiesner MR (2016) Preparation of regenerable granular carbon nanotubes by a simple heating-filtration method for efficient removal of typical pharmaceuticals. Chem Eng J 294:353–361

    Article  CAS  Google Scholar 

  • Sharif A, Ashraf M, Anjum AA, Javeed A, Altaf I, Akhtar MF, Abbas M, Akhtar B, Saleem A (2016) Pharmaceutical wastewater being composite mixture of environmental pollutants may be associated with mutagenicity and genotoxicity. Environ Sci Pollut Res 23(3):2813–2820

    Article  CAS  Google Scholar 

  • Sieffert N, Bühl M, Gaigeot M-P, Morrison CA (2013) Liquid methanol from DFT and DFT/MM molecular dynamics simulations. J Chem Theory Comput 9(1):106–118

    Article  CAS  Google Scholar 

  • Tang Y, Guo H, Xiao L, Yu S, Gao N, Wang Y (2013) Synthesis of reduced graphene oxide/magnetite composites and investigation of their adsorption performance of fluoroquinolone antibiotics. Colloids Surf A Physicochem Eng Asp 424:74–80

    Article  CAS  Google Scholar 

  • Wanassi B, Hariz IB, Ghimbeu CM, Vaulot C, Hassen MB, Jeguirim M (2017) Carbonaceous adsorbents derived from textile cotton waste for the removal of Alizarin S dye from aqueous effluent: kinetic and equilibrium studies. Environ Sci Pollut Res 24(11):10041–10055

    Article  CAS  Google Scholar 

  • Wang C, Jiang H-L, Xu H, Yin H (2016a) Variation of physicochemical properties of drinking water treatment residuals and Phoslock® induced by fulvic acid adsorption: implication for lake restoration. Environ Sci Pollut Res 23(1):351–365

    Article  CAS  Google Scholar 

  • Wang J-Y, Li S-P, Xin K-L, Tao T (2016b) Equilibrium and kinetic modeling of iron adsorption and the effect by chloride, sulfate, and hydroxyl: evaluation of PVC-U drinking pipes. Environ Sci Pollut Res 23(23):23902–23910

    Article  CAS  Google Scholar 

  • Wang X, Liu Y, Zheng J (2016c) Removal of As(III) and As(V) from water by chitosan and chitosan derivatives: a review. Environ Sci Pollut Res 23(14):13789–13801

    Article  CAS  Google Scholar 

  • Wu L, Liu L, Gao B, Muñoz-Carpena R, Zhang M, Chen H, Zhou Z, Wang H (2013) Aggregation kinetics of graphene oxides in aqueous solutions: experiments, mechanisms, and modeling. Langmuir 29(49):15174–15181

    Article  CAS  Google Scholar 

  • Xiang L, Wu X-L, Jiang Y-N, Yan Q-Y, Li Y-W, Huang X-P, Cai Q-Y, Mo C-H (2016) Occurrence and risk assessment of tetracycline antibiotics in soil from organic vegetable farms in a subtropical city, south China. Environ Sci Pollut Res 23(14):13984–13995

    Article  CAS  Google Scholar 

  • Ye J-T, Bai F-Y, Pan X-M (2016) Computational study of H-abstraction reactions from CH3OCH2CH2Cl/CH3CH2OCH2CH2Cl by Cl atom and OH radical and fate of alkoxy radicals. Environ Sci Pollut Res 23(23):23467–23484

    Article  CAS  Google Scholar 

  • Yu, X., L. Zhang, M. Liang and W. Sun (2015). pH-dependent sulfonamides adsorption by carbon nanotubes with different surface oxygen contents. Chem Eng J

  • Yuan X, Wu Z, Zhong H, Wang H, Chen X, Leng L, Jiang L, Xiao Z, Zeng G (2016) Fast removal of tetracycline from wastewater by reduced graphene oxide prepared via microwave-assisted ethylenediamine–N,N’–disuccinic acid induction method. Environ Sci Pollut Res 23(18):18657–18671

    Article  CAS  Google Scholar 

  • Zhai W, Yang F, Mao D, Luo Y (2016) Fate and removal of various antibiotic resistance genes in typical pharmaceutical wastewater treatment systems. Environ Sci Pollut Res 23(12):12030–12038

    Article  CAS  Google Scholar 

  • Zhang X, Zhao H, Du J, Qu Y, Shen C, Tan F, Chen J, Quan X (2017) Occurrence, removal, and risk assessment of antibiotics in 12 wastewater treatment plants from Dalian, China. Environ Sci Pollut Res 24(19):16478–16487

    Article  CAS  Google Scholar 

  • Zhu X, Tsang DC, Chen F, Li S, Yang X (2015) Ciprofloxacin adsorption on graphene and granular activated carbon: kinetics, isotherms, and effects of solution chemistry. Environ Technol 36(24):3094–3102

    Article  CAS  Google Scholar 

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Acknowledgements

The authors are very indebted to the research committee of the University of Tehran due to its authorities for financial support during the tenure of which work was completed.

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Correspondence to Rahele Rostamian.

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Responsible editor: Philippe Garrigues

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Rostamian, R., Behnejad, H. Insights into doxycycline adsorption onto graphene nanosheet: a combined quantum mechanics, thermodynamics, and kinetic study. Environ Sci Pollut Res 25, 2528–2537 (2018). https://doi.org/10.1007/s11356-017-0687-6

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  • DOI: https://doi.org/10.1007/s11356-017-0687-6

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