Abstract
Nowadays, some antibiotics including oxytetracycline have been widely consumed over the world due to the increasing demands for essential activities such as human therapies, and agricultural farming. However, a residual amount of antibiotics could accumulate, and cause many negative impacts on aquatic environments. Therefore, the removal of antibiotics from wastewater has paid greatly attention. Herein, we reported the use of cobalt-based zeolite imidazolate framework (Co-ZIF-67) crystals by the microwave-assisted method, and their application for oxytetracycline mitigation. Co-ZIF-67 was characterized by X-ray diffraction, Fourier-transform infrared spectroscopy, and scanning electron microscopy analysis. For adsorption experiments, the effect of oxytetracycline concentration (10–50 mg/L), Co-ZIF-67 dose (10–30 mg/L), and pH (3–9) was studied using Box-behnken design, combined with response surface methodology. An optimum finding was proposed with concentration of 10 mg/L, dose of 24.9 mg, and pH of 6.4, which tested for 88.26% removal efficiency. Nonlinear kinetics and isotherms were applied to more insight into the essence of oxytetracycline adsorption. Monolayer maximum adsorption capacity was measured, at 122.9 mg/g. Intraparticle diffusion model suggest a two-stage adsorption process, which first 30-min stage was very fast. The outcomes indicated the uptake of oxytetracycline controlled by chemisorption, in which proposed the role of hydrogen bonding. Through a comparative study, Co-ZIF-67 is recommended as a competitive adsorbent for the treatment of oxytetracycline adsorption.
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References
Afshin S, Rashtbari Y, Vosough M et al (2021) Application of Box–Behnken design for optimizing parameters of hexavalent chromium removal from aqueous solutions using Fe3O4 loaded on activated carbon prepared from alga: Kinetics and equilibrium study. J Water Process Eng 42:102113. https://doi.org/10.1016/j.jwpe.2021.102113
Al-Ghouti MA, Da’ana DA (2020) Guidelines for the use and interpretation of adsorption isotherm models: a review. J Hazard Mater 393:122383
Allendorf MD, Bauer CA, Bhakta RK, Houk RJT (2009) Luminescent metal–organic frameworks. Chem Soc Rev 38:1330–1352. https://doi.org/10.1039/B802352M
Archana K, Pillai NG, Rhee KY, Asif A (2019) Super paramagnetic ZIF-67 metal organic framework nanocomposite. Compos Part B Eng 158:384–389. https://doi.org/10.1016/j.compositesb.2018.10.005
Azhar MR, Abid HR, Periasamy V et al (2017) Adsorptive removal of antibiotic sulfonamide by UiO-66 and ZIF-67 for wastewater treatment. J Colloid Interface Sci 500:88–95. https://doi.org/10.1016/j.jcis.2017.04.001
Benkaddour S, El OI, Hiyane H et al (2020) Removal of Basic Yellow 28 by biosorption onto watermelon seeds, part I: the principal factors influencing by Plackett-Burman screening design. Surf Interfaces 21:100732. https://doi.org/10.1016/j.surfin.2020.100732
Chaker H, Ameur N, Saidi-Bendahou K et al (2021) Modeling and Box-Behnken design optimization of photocatalytic parameters for efficient removal of dye by lanthanum-doped mesoporous TiO2. J Environ Chem Eng 9:104584. https://doi.org/10.1016/j.jece.2020.104584
Chen Y, Li X, Nisa MU et al (2019) ZIF-67 as precursor to prepare high loading and dispersion catalysts for Fischer-Tropsch synthesis: particle size effect. Fuel 241:802–812. https://doi.org/10.1016/j.fuel.2018.12.085
Cui Y, Li B, He H et al (2016) Metal-organic frameworks as platforms for functional materials. Acc Chem Res 49:483–493. https://doi.org/10.1021/acs.accounts.5b00530
de Luna MDG, Sablas MM, Hung C-M et al (2020) Modeling and optimization of imidacloprid degradation by catalytic percarbonate oxidation using artificial neural network and Box-Behnken experimental design. Chemosphere 251:126254. https://doi.org/10.1016/j.chemosphere.2020.126254
Delan WK, Zakaria M, Elsaadany B et al (2020) Formulation of simvastatin chitosan nanoparticles for controlled delivery in bone regeneration: optimization using Box-Behnken design, stability and in vivo study. Int J Pharm 577:119038. https://doi.org/10.1016/j.ijpharm.2020.119038
dos da Silva SFJ, Daniel LM, Giovana AB et al (2015) Adsorption in a fixed-bed column and stability of the antibiotic oxytetracycline supported on Zn(II)-[2-methylimidazolate] frameworks in aqueous media. PLoS ONE 10:e0128436. https://doi.org/10.1371/journal.pone.0128436
Egbosiuba TC, Abdulkareem AS, Tijani JO et al (2021) Taguchi optimization design of diameter-controlled synthesis of multi walled carbon nanotubes for the adsorption of Pb(II) and Ni(II) from chemical industry wastewater. Chemosphere 266:128937. https://doi.org/10.1016/j.chemosphere.2020.128937
Eniola JO, Kumar R, Al-Rashdi AA, Barakat MA (2020) Hydrothermal synthesis of structurally variable binary CuAl, MnAl and ternary CuMnAl hydroxides for oxytetracycline antibiotic adsorption. J Environ Chem Eng 8:103535. https://doi.org/10.1016/j.jece.2019.103535
Foo KY, Hameed BH (2010) Insights into the modeling of adsorption isotherm systems. Chem Eng J 156:2–10. https://doi.org/10.1016/j.cej.2009.09.013
Freundlich HMF (1906) Over the adsorption in solution. J Phys Chem 57:1100–1107
Furukawa H, Cordova KE, O’Keeffe M, Yaghi OM (2013) The chemistry and applications of metal-organic frameworks. Science 341:1230444. https://doi.org/10.1126/science.1230444
Harja M, Ciobanu G (2018) Studies on adsorption of oxytetracycline from aqueous solutions onto hydroxyapatite. Sci Total Environ 628–629:36–43. https://doi.org/10.1016/j.scitotenv.2018.02.027
Ho Y-S, McKay G (1999) Pseudo-second order model for sorption processes. Process Biochem 34:451–465. https://doi.org/10.1016/s0032-9592(98)00112-5
Horcajada P, Gref R, Baati T et al (2012) Metal-organic frameworks in biomedicine. Chem Rev 112:1232–1268. https://doi.org/10.1021/cr200256v
Hsu S-H, Li C-T, Chien H-T et al (2014) Platinum-free counter electrode comprised of metal-organic-framework (MOF)-derived cobalt sulfide nanoparticles for efficient dye-sensitized solar cells (DSSCs). Sci Rep 4:6983. https://doi.org/10.1038/srep06983
Hu T, Jia Q, He S et al (2017) Novel functionalized metal-organic framework MIL-101 adsorbent for capturing oxytetracycline. J Alloys Compd 727:114–122. https://doi.org/10.1016/j.jallcom.2017.08.116
Huang L, Sun Y, Wang W et al (2011) Comparative study on characterization of activated carbons prepared by microwave and conventional heating methods and application in removal of oxytetracycline (OTC). Chem Eng J 171:1446–1453. https://doi.org/10.1016/j.cej.2011.05.041
Ji L, Chen W, Bi J et al (2010) Adsorption of tetracycline on single-walled and multi-walled carbon nanotubes as affected by aqueous solution chemistry. Environ Toxicol Chem 29:2713–2719. https://doi.org/10.1002/etc.350
Khan A, Ali M, Ilyas A et al (2018) ZIF-67 filled PDMS mixed matrix membranes for recovery of ethanol via pervaporation. Sep Purif Technol 206:50–58. https://doi.org/10.1016/j.seppur.2018.05.055
Kumar A, Prasad B, Mishra IM (2008) Optimization of process parameters for acrylonitrile removal by a low-cost adsorbent using Box-Behnken design. J Hazard Mater 150:174–182. https://doi.org/10.1016/j.jhazmat.2007.09.043
Kumar N, Sinha S, Mehrotra T et al (2019) Biodecolorization of azo dye acid black 24 by Bacillus pseudomycoides: process optimization using Box Behnken design model and toxicity assessment. Bioresour Technol Rep 8:100311. https://doi.org/10.1016/j.biteb.2019.100311
Kuruppathparambil RR, Jose T, Babu R et al (2016) A room temperature synthesizable and environmental friendly heterogeneous ZIF-67 catalyst for the solvent less and co-catalyst free synthesis of cyclic carbonates. Appl Catal B Environ 182:562–569. https://doi.org/10.1016/j.apcatb.2015.10.005
Lagergren SK (1898) About the theory of so-called adsorption of soluble substances. Sven Vetenskapsakad Handingarl 24:1–39
Langmuir I (1916) The constitution and fundamental properties of solids and liquids. Part I. Solids. J Am Chem Soc 38:2221–2295
Li N, Zhou L, ** X et al (2019) Simultaneous removal of tetracycline and oxytetracycline antibiotics from wastewater using a ZIF-8 metal organic-framework. J Hazard Mater 366:563–572. https://doi.org/10.1016/j.jhazmat.2018.12.047
Li Y, ** Z, Zhao T (2020a) Performance of ZIF-67—derived fold polyhedrons for enhanced photocatalytic hydrogen evolution. Chem Eng J 382:123051. https://doi.org/10.1016/j.cej.2019.123051
Li Z, Jiang Z, Zhu W et al (2020b) Facile preparation of CoSe2 nano-vesicle derived from ZIF-67 and their application for efficient water oxidation. Appl Surf Sci 504:144368. https://doi.org/10.1016/j.apsusc.2019.144368
Lian L, Lv J, Lou D (2017) Synthesis of novel magnetic microspheres with bimetal oxide shell for excellent adsorption of oxytetracycline. ACS Sustain Chem Eng 5:10298–10306. https://doi.org/10.1021/acssuschemeng.7b02320
Liang C, Zhang X, Feng P et al (2018) ZIF-67 derived hollow cobalt sulfide as superior adsorbent for effective adsorption removal of ciprofloxacin antibiotics. Chem Eng J 344:95–104. https://doi.org/10.1016/j.cej.20a8.03.064
Liang G, Wang Z, Yang X et al (2019) Efficient removal of oxytetracycline from aqueous solution using magnetic montmorillonite-biochar composite prepared by one step pyrolysis. Sci Total Environ 695:133800. https://doi.org/10.1016/j.scitotenv.2019.133800
Liao P-Q, Shen J-Q, Zhang J-P (2018) Metal–organic frameworks for electrocatalysis. Coord Chem Rev 373:22–48. https://doi.org/10.1016/j.ccr.2017.09.001
Liu Y, Tan N, Wang B, Liu Y (2019) Stepwise adsorption-oxidation removal of oxytetracycline by Zn0–CNTs–Fe3O4 from aqueous solution. Chem Eng J 375:121963. https://doi.org/10.1016/j.cej.2019.121963
Liu Y, Lin D, Yang W et al (2020) In situ modification of ZIF-67 with multi-sulfonated dyes for great enhanced methylene blue adsorption via synergistic effect. Microporous Mesoporous Mater 303:110304. https://doi.org/10.1016/j.micromeso.2020.110304
Luo Y, Cui W, Zou Y et al (2020) Thermal decompositions and heat capacities study of a co-based zeolitic imidazolate framework. J Therm Anal Calorim 142:891–898. https://doi.org/10.1007/s10973-020-09258-x
Manson AL, Van Tyne D, Straub TJ et al (2019) Influence of agricultural antibiotic use on chicken meat-associated enterococci and their connection to the clinic. Appl Environ Microbiol. https://doi.org/10.1128/AEM.01559-19
Mazloomi S, Yousefi M, Nourmoradi H, Shams M (2019) Evaluation of phosphate removal from aqueous solution using metal organic framework; isotherm, kinetic and thermodynamic study. J Environ Health Sci Eng 17:209–218. https://doi.org/10.1007/s40201-019-00341-6
McKinlay AC, Morris RE, Horcajada P et al (2010) BioMOFs: metal-organic frameworks for biological and medical applications. Angew Chemie Int Ed 49:6260–6266. https://doi.org/10.1002/anie.201000048
Millward AR, Yaghi OM (2005) Metal−organic frameworks with exceptionally high capacity for storage of carbon dioxide at room temperature. J Am Chem Soc 127:17998–17999. https://doi.org/10.1021/ja0570032
Nguyen DTC, Dang HH, Vo D-VN et al (2021) Biogenic synthesis of MgO nanoparticles from different extracts (flower, bark, leaf) of Tecoma stans (L.) and their utilization in selected organic dyes treatment. J Hazard Mater 404:124146. https://doi.org/10.1016/j.jhazmat.2020.124146
Qin J, Wang S, Wang X (2017) Visible-light reduction CO2 with dodecahedral zeolitic imidazolate framework ZIF-67 as an efficient co-catalyst. Appl Catal B Environ 209:476–482. https://doi.org/10.1016/j.apcatb.2017.03.018
Qiu H, Lv L, Pan B et al (2009) Critical review in adsorption kinetic models. J Zhejiang Univ A 10:716–724
Ramanayaka S, Sarkar B, Cooray AT et al (2020) Halloysite nanoclay supported adsorptive removal of oxytetracycline antibiotic from aqueous media. J Hazard Mater 384:121301. https://doi.org/10.1016/j.jhazmat.2019.121301
Ritchie AG (1977) Alternative to the Elovich equation for the kinetics of adsorption of gases on solids. J Chem Soc Faraday Trans 1 Phys Chem Condens Phases 73:1650–1653. https://doi.org/10.1039/F19777301650
Rocha LS, Sousa ÉML, Gil MV et al (2021) Producing magnetic nanocomposites from paper sludge for the adsorptive removal of pharmaceuticals from water—a fractional factorial design. Nanomaterials 11:287. https://doi.org/10.3390/nano11020287
Song F, Cao Y, Zhao Y et al (2020) Ion-exchanged ZIF-67 synthesized by one-step method for enhancement of CO2 adsorption. J Nanomater. https://doi.org/10.1155/2020/1508574
Sun Z, Zhao L, Liu C et al (2020) Fast adsorption of BPA with high capacity based on π–π electron donor-acceptor and hydrophobicity mechanism using an in-situ sp2 C dominant N-doped carbon. Chem Eng J 381:122510. https://doi.org/10.1016/j.cej.2019.122510
Temkin MJ, Pyzhev V (1940) Recent modifications to langmuir isotherms. Acta Physiochim URSS 12:217–225
Tomul F, Arslan Y, Kabak B et al (2020) Peanut shells-derived biochars prepared from different carbonization processes: comparison of characterization and mechanism of naproxen adsorption in water. Sci Total Environ 726:137828. https://doi.org/10.1016/j.scitotenv.2020.137828
Tran TV, Nguyen DTC, Nguyen TT et al (2020a) High performance of Mn2(BDC)2(DMF)2-derived MnO@C nanocomposite as superior remediator for a series of emergent antibiotics. J Mol Liq 308:113038. https://doi.org/10.1016/j.molliq.2020.113038
Tran TV, Nguyen H-TT, Dang HH et al (2020b) Central composite design for optimizing the organic dyes remediation utilizing novel graphene oxide@CoFe2O4 nanocomposite. Surf Interfaces 21:100687. https://doi.org/10.1016/j.surfin.2020.100687
Tran TV, Nguyen VH, Nong LX et al (2020c) Hexagonal Fe-based MIL-88B nanocrystals with NH2 functional groups accelerating oxytetracycline capture via hydrogen bonding. Surf Interfaces 20:100605. https://doi.org/10.1016/j.surfin.2020.100605
Truong T, Hoang TM, Nguyen CK et al (2015) Expanding applications of zeolite imidazolate frameworks in catalysis: synthesis of quinazolines using ZIF-67 as an efficient heterogeneous catalyst. RSC Adv 5:24769–24776. https://doi.org/10.1039/C4RA16168H
Vilela PB, Matias CA, Dalalibera A et al (2019) Polyacrylic acid-based and chitosan-based hydrogels for adsorption of cadmium: Equilibrium isotherm, kinetic and thermodynamic studies. J Environ Chem Eng 7:103327. https://doi.org/10.1016/j.jece.2019.103327
Wang M, Liu J, Guo C et al (2018) Metal–organic frameworks (ZIF-67) as efficient cocatalysts for photocatalytic reduction of CO2: the role of the morphology effect. J Mater Chem A 6:4768–4775. https://doi.org/10.1039/C8TA00154E
Wang H, Wu D, Yang C et al (2019) Multi-functional amorphous TiO2 layer on ZIF-67 for enhanced CO2 photoreduction performances under visible light. J CO2 Util 34:411–421. https://doi.org/10.1016/j.jcou.2019.07.011
Wang H, Bai Y, Jiang X, Zeng M (2021) Bimetal-organic framework derived from ZIF-67 as anodes for high performance lithium-ion batteries. Appl Surf Sci 546:149119. https://doi.org/10.1016/j.apsusc.2021.149119
Weber WJ Jr, Morris JC (1963) Kinetics of adsorption on carbon from solution. J Sanit Eng Div 89:31–59. https://doi.org/10.1061/JSEDAI.0000430
Wu X, **ong J, Liu S et al (2021) Investigation of hierarchically porous zeolitic imidazolate frameworks for highly efficient dye removal. J Hazard Mater 417:126011. https://doi.org/10.1016/j.jhazmat.2021.126011
**e W, Zhang Z, Liao L et al (2020) Green chemical mechanical polishing of sapphire wafers using a novel slurry. Nanoscale 12:22518–22526
Yang Q, Ren S, Zhao Q et al (2018) Selective separation of methyl orange from water using magnetic ZIF-67 composites. Chem Eng J 333:49–57. https://doi.org/10.1016/j.cej.2017.09.099
Yang H, Hu S, Zhao H et al (2021) High-performance Fe-doped ZIF-8 adsorbent for capturing tetracycline from aqueous solution. J Hazard Mater. https://doi.org/10.1016/j.jhazmat.2021.126046
Yasir M, Chauhan I, Zafar A et al (2021) Buspirone loaded solid lipid nanoparticles for amplification of nose to brain efficacy: formulation development, optimization by Box-Behnken design, in-vitro characterization and in-vivo biological evaluation. J Drug Deliv Sci Technol 61:102164. https://doi.org/10.1016/j.jddst.2020.102164
Yuan L, Yan M, Huang Z et al (2019) Influences of pH and metal ions on the interactions of oxytetracycline onto nano-hydroxyapatite and their co-adsorption behavior in aqueous solution. J Colloid Interface Sci 541:101–113. https://doi.org/10.1016/j.jcis.2019.01.078
Zhang J, Hu H, Li Z, Lou XW (2016) Double-shelled nanocages with cobalt hydroxide inner shell and layered double hydroxides outer shell as high-efficiency polysulfide mediator for lithium-sulfur batteries. Angew Chemie Int Ed 55:3982–3986. https://doi.org/10.1002/anie.201511632
Zhang Z, Shi Z, Du Y et al (2018) A novel approach of chemical mechanical polishing for a titanium alloy using an environment-friendly slurry. Appl Surf Sci 427:409–415
Zhang Z, Cui J, Zhang J et al (2019) Environment friendly chemical mechanical polishing of copper. Appl Surf Sci 467:5–11
Zhang Z, Liao L, Wang X et al (2020) Development of a novel chemical mechanical polishing slurry and its polishing mechanisms on a nickel alloy. Appl Surf Sci 506:144670
Zhang Z, Liu J, Hu W et al (2021) Chemical mechanical polishing for sapphire wafers using a developed slurry. J Manuf Process 62:762–771
Zhao X, Wang Y, Li D-S et al (2018) Metal-organic frameworks for separation. Adv Mater 30:1705189. https://doi.org/10.1002/adma.201705189
Zhou Q, Zhu L, **a X, Tang H (2016) The water—resistant zeolite imidazolate framework 67 is a viable solid phase sorbent for fluoroquinolones while efficiently excluding macromolecules. Microchim Acta 183:1839–1846. https://doi.org/10.1007/s00604-016-1814-7
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This research is funded by Foundation for Science and Technology Development Nguyen Tat Thanh University under Grant No. 2021.01.12/HĐ-KHCN.
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Nguyen, D.T.C., Vo, DV.N., Nguyen, C.N.Q. et al. Box–Behnken design, kinetic, and isotherm models for oxytetracycline adsorption onto Co-based ZIF-67. Appl Nanosci 11, 2347–2359 (2021). https://doi.org/10.1007/s13204-021-01954-w
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DOI: https://doi.org/10.1007/s13204-021-01954-w