Abstract
In this study, particles produced from sericin-alginate blend were used as non-conventional bioadsorbent for removing Cr(III) and Cr(VI) from aqueous solutions. Besides chromium mitigation, the use of sericin-alginate particles as bioadsorbent aims to offer an environmental solution of added value for sericin, which is a by-product from silk industry. Sericin-alginate particles in natura and loaded with Cr(III) and Cr(VI) were characterized using N2 physical adsorption analysis, optical microcopy, mercury porosimetry, helium pycnometry, scanning electron microscope coupled with energy dispersive X-ray spectrometer, Fourier transform infrared spectrometer, and X-ray diffraction. Kinetic studies on the removal of Cr(III) (at pH = 3.5) and Cr(VI) (at pH = 2) indicate the ion exchange mechanism with Ca(II) and the predominance of external mass transfer resistance. Cr(VI) uptake occurs through an adsorption-coupled reduction process, and bioadsorption equilibrium is reached after ~ 1000 min. Cr(III) bioadsorption occurs faster (~ 210 min). The Cr(VI) bioadsorption is endothermic, as bioadsorption capacity increases with temperature: 0.0783 mmol/g (20 °C), 0.1960 mmol/g (30 °C), 0.4570 mmol/g (40 °C), and 0.7577 mmol/g (55 °C). The three-parameter isotherm model of Tóth best represents the equilibrium data of total chromium. From Langmuir isotherm model, the maximum bioadsorption capacity is higher for total chromium, 0.25 mmol/g (30 °C), than for trivalent chromium, 0.023 mmol/g (30 °C). The comparison of bioadsorption capacities with different biomaterials confirms sericin-alginate particles as potential bioadsorbent of chromium.
Similar content being viewed by others
References
Agarwal GS, Bhuptawat HK, Chaudhari S (2006) Biosorption of aqueous chromium(VI) by Tamarindus indica seeds. Bioresour Technol 97:949–956. https://doi.org/10.1016/j.biortech.2005.04.030
Akram M, Bhatti HN, Iqbal M, Noreen S, Sadaf S (2017) Biocomposite efficiency for Cr(VI) adsorption: kinetic, equilibrium and thermodynamics studies. J Environ Chem Eng 5:400–411. https://doi.org/10.1016/j.jece.2016.12.002
Anandkumar J, Mandal B (2009) Removal of Cr(VI) from aqueous solution using Bael fruit (Aegle marmelos correa) shell as an adsorbent. J Hazard Mater 168:633–640. https://doi.org/10.1016/j.jhazmat.2009.02.136
Andrade JR, da Silva MGC, Gimenes ML, Vieira MGA (2016) Equilibrium and thermodynamic studies on adsorption of trivalent chromium by Sericin-alginate particles prepared from Bombyx Mori cocoons. Chem Eng Trans 52:169–174. https://doi.org/10.3303/CET1652029
APHA (2005) Standard methods for the examination of water & wastewater: centennial edition, 21st edn. American Public Health Association, Washington D.C
Baccar R, Blánquez P, Bouzid J, Feki M, Sarrà M (2010) Equilibrium, thermodynamic and kinetic studies on adsorption of commercial dye by activated carbon derived from olive-waste cakes. Chem Eng J 165:457–464. https://doi.org/10.1016/j.cej.2010.09.033
Bai RS, Abraham TE (2003) Studies on chromium(VI) adsorption–desorption using immobilized fungal biomass. Bioresour Technol 87:17–26. https://doi.org/10.1016/S0960-8524(02)00222-5
Barth A (2007) Infrared spectroscopy of proteins. Biochim Biophys Acta 1767:1073–1101. https://doi.org/10.1016/j.bbabio.2007.06.004
Basha S, Murthy Z, Jha B (2008) Biosorption of hexavalent chromium by chemically modified seaweed, Cystoseira indica. Chem Eng J 137:480–488. https://doi.org/10.1016/j.cej.2007.04.038
Bertagnolli C, da Silva MGC, Guibal E (2014) Chromium biosorption using the residue of alginate extraction from Sargassum filipendula. Chem Eng J 237:362–371. https://doi.org/10.1016/j.cej.2013.10.024
Bhatt R, Sreedhar B, Padmaja P (2015) Adsorption of chromium from aqueous solutions using crosslinked chitosan–diethylenetriaminepentaacetic acid. Int J Biol Macromol 74:458–466. https://doi.org/10.1016/j.ijbiomac.2014.12.041
Bishnoi NR, Bajaj M, Sharma N, Gupta A (2004) Adsorption of Cr(VI) on activated rice husk carbon and activated alumina. Bioresour Technol 91:305–307. https://doi.org/10.1016/s0960-8524(03)00204-9
Bonate PL (2011) Pharmacokinetic-pharmacodynamic modeling and simulation, 2nd edn. Springer, New York
Boyd GE, Adamson AW, Myers LS (1947) The exchange adsorption of ions from aqueous solutions by organic zeolites. II. Kinetics1. J Am Chem Soc 69:2836–2848. https://doi.org/10.1021/ja01203a066
Chen X, Lam KF, Mak SF, Yeung KL (2011) Precious metal recovery by selective adsorption using biosorbents. J Hazard Mater 186:902–910. https://doi.org/10.1016/j.jhazmat.2010.11.088
da Silva TL, Vidart JMM, da Silva MGC, Gimenes ML, Vieira MGA (2017) Alginate and Sericin: environmental and pharmaceutical applications. In: Shalaby EA (ed) Biological activities and application of marine polysaccharides. InTech, Rijeka, pp 57–86
Dash BC, Mandal BB, Kundu SC (2009) Silk gland sericin protein membranes: fabrication and characterization for potential biotechnological applications. J Biotechnol 144:321–329. https://doi.org/10.1016/j.jbiotec.2009.09.019
Deveci H, Kar Y (2013) Adsorption of hexavalent chromium from aqueous solutions by bio-chars obtained during biomass pyrolysis. J Ind Eng Chem 19:190–196. https://doi.org/10.1016/j.jiec.2012.08.001
Dubinin MM (1960) The potential theory of adsorption of gases and vapors for adsorbents with energetically nonuniform surfaces. Chem Rev 60:235–241. https://doi.org/10.1021/cr60204a006
Fabbricino M, Naviglio B, Tortora G, d'Antonio L (2013) An environmental friendly cycle for Cr(III) removal and recovery from tannery wastewater. J Environ Manag 117:1–6. https://doi.org/10.1016/j.jenvman.2012.12.012
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
Freitas ED, Vidart JMM, Silva EA, da Silva MGC, Vieira MGA (2018) Development of mucoadhesive sericin/alginate particles loaded with ibuprofen for sustained drug delivery. Particuology. https://doi.org/10.1016/j.partic.2017.12.011
Freundlich HMF (1906) Over the adsorption in solution. J Phys Chem 57:385–470
Gao H, Liu Y, Zeng G, Xu W, Li T, Xia W (2008) Characterization of Cr(VI) removal from aqueous solutions by a surplus agricultural waste--rice straw. J Hazard Mater 150:446–452. https://doi.org/10.1016/j.jhazmat.2007.04.126
Ghorbani-Khosrowshahi S, Behnajady MA (2016) Chromium(VI) adsorption from aqueous solution by prepared biochar from Onopordom Heteracanthom. Int J Environ Sci Technol 13:1803–1814. https://doi.org/10.1007/s13762-016-0978-3
Gimenes ML, Silva VR, Hamerski F, Ribani M, Scheer AP (2016) Biosorption of copper(II) onto Sericin powder derived from cocoons of the silkworm Bombyx Mori: kinetics, equilibrium and thermodynamics studies. Chem Eng Trans 49:205–210. https://doi.org/10.3303/CET1649035
Gulrajani ML, Brahma KP, Kumar PS, Purwar R (2008) Application of silk sericin to polyester fabric. J Appl Polym Sci 109:314–321. https://doi.org/10.1002/app.28061
Gulrajani ML, Purwar R, Prasad RK, Joshi M (2009) Studies on structural and functional properties of sericin recovered from silk degumming liquor by membrane technology. J Appl Polym Sci 113:2796–2804. https://doi.org/10.1002/app.29925
Gupta VK, Gupta M, Sharma S (2001) Process development for the removal of lead and chromium from aqueous solutions using red mud—an aluminium industry waste. Water Res 35:1125–1134. https://doi.org/10.1016/S0043-1354(00)00389-4
Gustafsson JP (2013) Visual MINTEQ, 3.1 edn., http://vminteq.lwr.kth.se Accessed 28 September 2015
Han Y, Cao X, Ouyang X, Sohi SP, Chen J (2016) Adsorption kinetics of magnetic biochar derived from peanut hull on removal of Cr (VI) from aqueous solution: effects of production conditions and particle size. Chemosphere 145:336–341. https://doi.org/10.1016/j.chemosphere.2015.11.050
Hanif MA, Bhatti HN (2015) Remediation of heavy metals using easily cultivable, fast growing, and highly accumulating white rot fungi from hazardous aqueous streams. Desalin Water Treat 53:238–248. https://doi.org/10.1080/19443994.2013.848413
Hill CG (1977) An introduction to chemical engineering kinetics and reactor design. Wiley series in chemical engineering, 1 edn. Wiley, USA
Ho YS, McKay G (1998) A comparison of chemisorption kinetic models applied to pollutant removal on various sorbents. Process Saf Environ Prot 76:332–340. https://doi.org/10.1205/095758298529696
Jiao C, Xiong J, Tao J, Xu S, Zhang D, Lin H, Chen Y (2016) Sodium alginate/graphene oxide aerogel with enhanced strength–toughness and its heavy metal adsorption study. Int J Biol Macromol 83:133–141. https://doi.org/10.1016/j.ijbiomac.2015.11.061
Karthikeyan T, Rajgopal S, Miranda LR (2005) Chromium(VI) adsorption from aqueous solution by Hevea Brasilinesis sawdust activated carbon. J Hazard Mater 124:192–199. https://doi.org/10.1016/j.jhazmat.2005.05.003
Kim TY, Chung JH, Choi SY, Cho SY, Kim SJ (2008) Adsorption characteristics of chromium ions onto composite alginate bead. In: World Congress on Engineering and Computer Science, WCECS, San Francisco, USA
Kotaś J, Stasicka Z (2000) Chromium occurrence in the environment and methods of its speciation. Environ Pollut 107:263–283. https://doi.org/10.1016/S0269-7491(99)00168-2
Kwak HW, Yang YS, Kim MK, Lee JY, Yun H, Kim MH, Lee KH (2013) Chromium(VI) adsorption behavior of silk sericin beads. Int J Ind Entomol 26:47–53. https://doi.org/10.7852/ijie.2013.26.1.047
Labied R, Benturki O, Eddine Hamitouche AY, Donnot A (2018) Adsorption of hexavalent chromium by activated carbon obtained from a waste lignocellulosic material (Ziziphus jujuba cores): kinetic, equilibrium, and thermodynamic study. Adsorpt Sci Technol 36:1066–1099. https://doi.org/10.1177/0263617417750739
Lagergren S (1898) Zur theorie der sogenannten adsorption gelöster stoffe, Kungliga Svenska Vetenskapsakademiens. Handl 24:1–39
Lamoolphak W, De-Eknamkul W, Shotipruk A (2008) Hydrothermal production and characterization of protein and amino acids from silk waste. Bioresour Technol 99:7678–7685. https://doi.org/10.1016/j.biortech.2008.01.072
Langmuir I (1918) The adsorption of gases on plane surfaces of glass, mica and platinum. J Am Chem Soc 40:1361–1403
Li R, Liang W, Li M, Jiang S, Huang H, Zhang Z, Wang JJ, Awasthi MK (2017) Removal of cd(II) and Cr(VI) ions by highly cross-linked Thiocarbohydrazide-chitosan gel. Int J Biol Macromol 104:1072–1081. https://doi.org/10.1016/j.ijbiomac.2017.07.005
Lima JO (2015) Aplicação da blenda de sericina/alginato na produção de partículas para adsorção de íons metálicos. Dissertation, University of Campinas
Lima JO, Ragassi MF, Gimenes ML, Vieira MGA, da Silva MGC (2017) Equilibrium study of cadmium ions adsorption on Sericin/alginate particles. Chem Eng Trans 56:1891–1896. https://doi.org/10.3303/CET1756316
Miyake H, Wakisaka H, Yamashita Y, Nagura M (2003) Moisture characteristic and structure of high molecular weight Sericin film. Polym J 35:683–687. https://doi.org/10.1295/polymj.35.683
Mohan D, Rajput S, Singh VK, Steele PH, Pittman CU Jr (2011) Modeling and evaluation of chromium remediation from water using low cost bio-char, a green adsorbent. J Hazard Mater 188:319–333. https://doi.org/10.1016/j.jhazmat.2011.01.127
Moussavi G, Barikbin B (2010) Biosorption of chromium(VI) from industrial wastewater onto pistachio hull waste biomass. Chem Eng J 162:893–900. https://doi.org/10.1016/j.cej.2010.06.032
Nagura M, Ohnishi R, Gitoh Y, Ohkoshi Y (2001) Structures and physical properties of cross-linked sericin membranes. J Insect Biotechnol Sericol 70:149–153. https://doi.org/10.11416/jibs2001.70.149
Papageorgiou SK, Katsaros FK, Kouvelos EP, Nolan JW, Le Deit H, Kanellopoulos NK (2006) Heavy metal sorption by calcium alginate beads from Laminaria digitata. J Hazard Mater 137:1765–1772. https://doi.org/10.1016/j.jhazmat.2006.05.017
Papageorgiou SK, Kouvelos EP, Katsaros FK (2008) Calcium alginate beads from Laminaria digitata for the removal of cu+2 and cd+2 from dilute aqueous metal solutions. Desalination 224:293–306. https://doi.org/10.1016/j.desal.2007.06.011
Park D, Lim SR, Yun YS, Park JM (2007) Reliable evidences that the removal mechanism of hexavalent chromium by natural biomaterials is adsorption-coupled reduction. Chemosphere 70:298–305. https://doi.org/10.1016/j.chemosphere.2007.06.007
Pelton JT, McLean LR (2000) Spectroscopic methods for analysis of protein secondary structure. Anal Biochem 277:167–176. https://doi.org/10.1006/abio.1999.4320
Qiu H, Lv L, Pan B-c, Zhang Q-j, Zhang W-m, Zhang Q-x (2009) Critical review in adsorption kinetic models. J Zhejiang Univ Sci A 10:716–724. https://doi.org/10.1631/jzus.A0820524
Redlich O, Peterson DL (1959) A useful adsorption isotherm. J Phys Chem 63:1024–1024. https://doi.org/10.1021/j150576a611
Ribeiro CC, Barrias CC, Barbosa MA (2004) Calcium phosphate-alginate microspheres as enzyme delivery matrices. Biomaterials 25:4363–4373. https://doi.org/10.1016/j.biomaterials.2003.11.028
Ruthven DM (1984) Principles of adsorption and adsorption processes. Wiley, New York
Sağ Y, Aktay Y (2000) Mass transfer and equilibrium studies for the sorption of chromium ions onto chitin. Process Biochem 36:157–173. https://doi.org/10.1016/S0032-9592(00)00200-4
Samuel J, Pulimi M, Paul ML, Maurya A, Chandrasekaran N, Mukherjee A (2013) Batch and continuous flow studies of adsorptive removal of Cr(VI) by adapted bacterial consortia immobilized in alginate beads. Bioresour Technol 128:423–430. https://doi.org/10.1016/j.biortech.2012.10.116
Sarkar M, Acharya PK, Bhattacharya B (2003) Modeling the adsorption kinetics of some priority organic pollutants in water from diffusion and activation energy parameters. J Colloid Interface Sci 266:28–32. https://doi.org/10.1016/s0021-9797(03)00551-4
Shahrak MN, Ghahramaninezhad M, Eydifarash M (2017) Zeolitic imidazolate framework-8 for efficient adsorption and removal of Cr(VI) ions from aqueous solution. Environ Sci Pollut Res 24:9624–9634. https://doi.org/10.1007/s11356-017-8577-5
Sillerova H, Komarek M, Liu C, Poch J, Villaescusa I (2015) Biosorbent encapsulation in calcium alginate: effects of process variables on Cr(VI) removal from solutions. Int J Biol Macromol 80:260–270. https://doi.org/10.1016/j.ijbiomac.2015.06.032
Silva VR, Hamerski F, Weschenfelder TA, Ribani M, Gimenes ML, Scheer AP (2015) Equilibrium, kinetic, and thermodynamic studies on the biosorption of Bordeaux S dye by sericin powder derived from cocoons of the silkwormBombyx mori. Desalin Water Treat 57:5119–5129. https://doi.org/10.1080/19443994.2014.996776
Silva TL, Silva Junior AC, Vieira MGA, Gimenes ML, Silva MGC (2016) Biosorption study of copper and zinc by particles produced from silk sericin – alginate blend: evaluation of blend proportion and thermal cross-linking process in particles production. J Clean Prod 137:1470–1478. https://doi.org/10.1016/j.jclepro.2015.05.067
Srividya K, Mohanty K (2009) Biosorption of hexavalent chromium from aqueous solutions by Catla catla scales: equilibrium and kinetics studies. Chem Eng J 155:666–673. https://doi.org/10.1016/j.cej.2009.08.024
Tan C, Zeyu Z, Sai X, Hongtao W, Wenjing L (2015) Adsorption behavior comparison of trivalent and hexavalent chromium on biochar derived from municipal sludge. Bioresour Technol 190:388–394. https://doi.org/10.1016/j.biortech.2015.04.115
Taty-Costodes VC, Fauduet H, Porte C, Delacroix A (2003) Removal of cd(II) and Pb(II) ions, from aqueous solutions, by adsorption onto sawdust of Pinus sylvestris. J Hazard Mater 105:121–142. https://doi.org/10.1016/j.jhazmat.2003.07.009
Thomas WJ, Crittenden BD (1998) Adsorption technology and design. Butterworth-Heinemann, Lymington
Thommes M, Kaneko K, Neimark AV, Olivier JP, Rodriguez-Reinoso F, Rouquerol J, Sing KSW (2015) Physisorption of gases, with special reference to the evaluation of surface area and pore size distribution (IUPAC technical report). Pure Appl Chem 87. https://doi.org/10.1515/pac-2014-1117
Tofallis C (2015) A better measure of relative prediction accuracy for model selection and model estimation. J Oper Res Soc 66:1352–1362. https://doi.org/10.1057/jors.2014.103
Tóth J (1971) State equation of the solid-gas interface layers. Acta Chim Acad Sci Hung 69:311–328
Tran HN, You S-J, Chao H-P (2016) Thermodynamic parameters of cadmium adsorption onto orange peel calculated from various methods: a comparison study. J Environ Chem Eng 4:2671–2682. https://doi.org/10.1016/j.jece.2016.05.009
U.S.A. (2012) Protection of environment. Code of Federal Regulatons, U.S. National Archives and Records Administration
Ucun H, Bayhan YK, Kaya Y, Cakici A, Faruk Algur O (2002) Biosorption of chromium(VI) from aqueous solution by cone biomass of Pinus sylvestris. Bioresour Technol 85:155–158. https://doi.org/10.1016/s0960-8524(02)00086-x
Verma VK, Subbiah S (2017) Prospects of silk Sericin as an adsorbent for removal of ibuprofen from aqueous solution. Ind Eng Chem Res 56:10142–10154. https://doi.org/10.1021/acs.iecr.7b01827
Vidart JMM et al (2017) Evaluation of incorporation efficiency of drugs in Sericin/alginate particles. Chem Eng Trans:57. https://doi.org/10.3303/CET1756316
Vidart JMM, da Silva TL, Rosa PCP, Vieira MGA, da Silva MGC (2018) Development of sericin/alginate particles by ionic gelation technique for the controlled release of diclofenac sodium. J Appl Polym Sci 135:45919. https://doi.org/10.1002/app.45919
Volesky B, Holan ZR (1995) Biosorption of heavy metals. Biotechnol Prog 11:235–250. https://doi.org/10.1021/bp00033a001
Weber WJ, Morris JC (1963) Kinetics of adsorption on carbon from solution. J Sanit Eng Div 89:31–60
Worch E (2012) Adsorption technology in water treatment: fundamentals, processes, and modeling. De Gruyter, Berlim
World Health Organization (2011) Guidelines for drinking-water quality, 4 edn. Geneva, World Health Organization
Wu J-H, Wang Z, Xu S-Y (2007) Preparation and characterization of sericin powder extracted from silk industry wastewater. Food Chem 103:1255–1262. https://doi.org/10.1016/j.foodchem.2006.10.042
Yang J, Yu M, Chen W (2015) Adsorption of hexavalent chromium from aqueous solution by activated carbon prepared from longan seed: kinetics, equilibrium and thermodynamics. J Ind Eng Chem 21:414–422. https://doi.org/10.1016/j.jiec.2014.02.054
Yun Y-S, Park D, Park JM, Volesky B (2001) Biosorption of trivalent chromium on the Brown seaweed biomass. Environ Sci Technol 35:4353–4358. https://doi.org/10.1021/es010866k
Zhang Y-Q (2002) Applications of natural silk protein sericin in biomaterials. Biotechnol Adv 20:91–100. https://doi.org/10.1016/s0734-9750(02)00003-4
Acknowledgements
The authors thank Bratac Silk Mills Company for the cocoons.
Funding
This work was supported by CAPES; CNPq [Proc. 470615/2013-3]; and FAPESP [Procs. 2011/51824-8; 2015/13505-9].
Author information
Authors and Affiliations
Corresponding author
Additional information
Responsible editor: Tito Roberto Cadaval Jr
Electronic supplementary material
ESM 1
(DOCX 25 kb)
Rights and permissions
About this article
Cite this article
de Andrade, J.R., da Silva, M.G.C., Gimenes, M.L. et al. Bioadsorption of trivalent and hexavalent chromium from aqueous solutions by sericin-alginate particles produced from Bombyx mori cocoons. Environ Sci Pollut Res 25, 25967–25982 (2018). https://doi.org/10.1007/s11356-018-2651-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-018-2651-5