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Maldonado-Farfán AR, Fernández-Bernaola UR, Vargas-Robles RV, Villasante-Muñoz JG, Trejo-Valdez MD. Biosorption of Cr (III) from Polluted Water Using Pennisetum clandestinum Hochst (Kikuyo). Molecules 2025; 30:682. [PMID: 39942785 PMCID: PMC11819696 DOI: 10.3390/molecules30030682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 12/30/2024] [Accepted: 12/31/2024] [Indexed: 02/16/2025] Open
Abstract
Given the abundance of kikuyu biomass resulting from the pruning of green areas, the aim of this study was to evaluate its use as a biosorbent (BK) for Cr (III) removal from polluted waters. The biomass was activated using H2SO4 (1.25%) and NaOH (3.25%). The characterization methods were Fourier-Transform Infrared Spectroscopy (FTIR), scanning electron microscopy/energy-dispersive spectroscopy (SEM/EDS), and Brunauer-Emmett-Teller (BET) analysis. Our results confirmed the presence of active groups on BK, such as -OH, -C=C-, -C=O, and -C-O-, with an increase of 1308.58% in specific surface area, as well as the presence of chromium on the biosorbent after adsorption process. The adsorption capacity (q) was tested in a jar test as a function of biomass granulometry, dose (BK), and the pH of the solution; the best response was 47.9 mg/g at a pH of 5.5, a biosorbent dose of 0.5 g/L, and a biosorbent size of 100 μm. The effect of pH was positive; by increasing the pH, the adsorption capacity increased. However, the effect of the biosorbent dose and size was negative, as when increasing the dose and granulometry, the adsorption capacity decreased. In addition, the kinetic process was studied, where the removal data were better fitted for the pseudo-second-order kinetic model, confirming that the adsorption mechanism was chemisorption. The adsorption capacity was 37.6 mg/g for industrial wastewater. The possibility of using kikuyu within the circular economy was demonstrated and suggests its application in continuous systems for real-world environmental conditions.
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Affiliation(s)
- Amanda Rosa Maldonado-Farfán
- Departament of Chemical Engineering, Universidad Nacional de San Antonio Abad del Cusco, Cusco 08003, Peru; (A.R.M.-F.); (R.V.V.-R.); (J.G.V.-M.)
| | - Uriel Raul Fernández-Bernaola
- Departament of Chemical Engineering, Universidad Nacional de San Antonio Abad del Cusco, Cusco 08003, Peru; (A.R.M.-F.); (R.V.V.-R.); (J.G.V.-M.)
| | - Rocio Victory Vargas-Robles
- Departament of Chemical Engineering, Universidad Nacional de San Antonio Abad del Cusco, Cusco 08003, Peru; (A.R.M.-F.); (R.V.V.-R.); (J.G.V.-M.)
| | - Jessica Gabriela Villasante-Muñoz
- Departament of Chemical Engineering, Universidad Nacional de San Antonio Abad del Cusco, Cusco 08003, Peru; (A.R.M.-F.); (R.V.V.-R.); (J.G.V.-M.)
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Oliveira AFD, Machado RB, Ferreira AM, Sena IDS, Silveira ME, Almeida AMSD, Braga FS, Rodrigues ABL, Bezerra RM, Ferreira IM, Florentino AC. Copper-Contaminated Substrate Biosorption by Penicillium sp. Isolated from Kefir Grains. Microorganisms 2023; 11:1439. [PMID: 37374942 DOI: 10.3390/microorganisms11061439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 05/25/2023] [Accepted: 05/25/2023] [Indexed: 06/29/2023] Open
Abstract
In this bioremediation study, the fungus Penicillium sp. isolated from kefir grains was evaluated for its resistance to copper in the culture medium. Penicillium sp. was cultivated in liquid medium prepared using 2% malt-agar at pH 7.0. Biomass of the fungus was significantly reduced, but only when 800 mg·L-1 of Cu(NO3)2 copper nitrate was used. The effect on radial growth of the fungus in experiments combining different pH values and the inorganic contaminant showed an inhibition of 73% at pH 4.0, 75% at pH 7.0 and 77% at pH 9.0 in liquid medium. Thus, even though the growth of Penicillium sp. could be inhibited with relatively high doses of copper nitrate, images obtained with scanning electron microscopy showed the preservation of fungal cell integrity. Therefore, it can be concluded that Penicillium sp. isolated from kefir grains can survive while performing bioremediation to minimize the negative effects of copper on the environment through biosorption.
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Affiliation(s)
- Antonio Ferreira de Oliveira
- Ichthyo and Genotoxicity Laboratory, Department of Exact and Technological Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
| | - Raquellyne Baia Machado
- Ichthyo and Genotoxicity Laboratory, Department of Exact and Technological Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
| | - Adriana Maciel Ferreira
- Research Laboratory of Drugs, Department of Biological and Health Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
| | - Iracirema da Silva Sena
- Laboratory of Biocatalysis and Applied Organic Synthesis, Department of Exact and Technological Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
| | - Maria Eduarda Silveira
- Ichthyo and Genotoxicity Laboratory, Department of Exact and Technological Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
| | - Ana Maria Santos de Almeida
- Ichthyo and Genotoxicity Laboratory, Department of Exact and Technological Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
| | - Francinaldo S Braga
- Ichthyo and Genotoxicity Laboratory, Department of Exact and Technological Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
| | - Alex Bruno Lobato Rodrigues
- Analytical Chemistry Laboratory, Department of Exact and Technological Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
| | - Roberto Messias Bezerra
- Ichthyo and Genotoxicity Laboratory, Department of Exact and Technological Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
| | - Irlon Maciel Ferreira
- Laboratory of Biocatalysis and Applied Organic Synthesis, Department of Exact and Technological Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
| | - Alexandro Cezar Florentino
- Ichthyo and Genotoxicity Laboratory, Department of Exact and Technological Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
- Analytical Chemistry Laboratory, Department of Exact and Technological Sciences, Federal University of Amapá, Rod. JK, km 02, Macapá 68903-419, Brazil
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Sarker A, Al Masud MA, Deepo DM, Das K, Nandi R, Ansary MWR, Islam ARMT, Islam T. Biological and green remediation of heavy metal contaminated water and soils: A state-of-the-art review. CHEMOSPHERE 2023; 332:138861. [PMID: 37150456 DOI: 10.1016/j.chemosphere.2023.138861] [Citation(s) in RCA: 44] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 04/29/2023] [Accepted: 05/05/2023] [Indexed: 05/09/2023]
Abstract
Contamination of the natural ecosystem by heavy metals, organic pollutants, and hazardous waste severely impacts on health and survival of humans, animals, plants, and microorganisms. Diverse chemical and physical treatments are employed in many countries, however, the acceptance of these treatments are usually poor because of taking longer time, high cost, and ineffectiveness in contaminated areas with a very high level of metal contents. Bioremediation is an eco-friendly and efficient method of reclaiming contaminated soils and waters with heavy metals through biological mechanisms using potential microorganisms and plant species. Considering the high efficacy, low cost, and abundant availability of biological materials, particularly bacteria, algae, yeasts, and fungi, either in natural or genetically engineered (GE) form, bioremediation is receiving high attention for heavy metal removal. This report comprehensively reviews and critically discusses the biological and green remediation tactics, contemporary technological advances, and their principal applications either in-situ or ex-situ for the remediation of heavy metal contamination in soil and water. A modified PRISMA review protocol is adapted to critically assess the existing research gaps in heavy metals remediation using green and biological drivers. This study pioneers a schematic illustration of the underlying mechanisms of heavy metal bioremediation. Precisely, it pinpoints the research bottleneck during its real-world application as a low-cost and sustainable technology.
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Affiliation(s)
- Aniruddha Sarker
- Residual Chemical Assessment Division, National Institute of Agricultural Sciences, Rural Development Administration, Jeollabuk-do, 55365, Republic of Korea
| | - Md Abdullah Al Masud
- School of Architecture, Civil, Environmental and Energy Engineering, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Deen Mohammad Deepo
- Department of Horticultural Science, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Kallol Das
- College of Agriculture and Life Sciences, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Rakhi Nandi
- Bangladesh Academy for Rural Development (BARD), Kotbari, Cumilla, Bangladesh
| | - Most Waheda Rahman Ansary
- Institute of Biotechnology and Genetic Engineering (IBGE), Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur, 1706, Bangladesh
| | | | - Tofazzal Islam
- Institute of Biotechnology and Genetic Engineering (IBGE), Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur, 1706, Bangladesh.
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Hegazy GE, Soliman NA, Ossman ME, Abdel-Fattah YR, Moawad MN. Isotherm and kinetic studies of cadmium biosorption and its adsorption behaviour in multi-metals solution using dead and immobilized archaeal cells. Sci Rep 2023; 13:2550. [PMID: 36781949 PMCID: PMC9925725 DOI: 10.1038/s41598-023-29456-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Accepted: 02/06/2023] [Indexed: 02/15/2023] Open
Abstract
It is crucial to identify more biological adsorbents that can efficiently uptake metals from wastewater. Dry haloalkaliphilic archaea Natronolimnobius innermongolicuswas evaluated for Cd ions biosorption. The optimal operating conditions (pH, biomass dose, initial metal concentration, contact time, and isotherms models) were tested. Biosorption process is influenced by the metal's solution pH with maximum removal of 83.36% being achieved at pH 8. Cadmium ions uptake reaches equilibrium in about 5 min of biosorption process. The Langmuir model was determined to better fit the Cd(II) biosorption by dry archaea. The maximal uptake capacity (qmax) of Cd(II) was 128.21 mg/g. The effect of multi-component system on biosorption behaviour of Pb, Ni, Cu, Fe, and Cd ions by immobilized dried archaeal cells, dried archaeal cells, and dried bryozoa was studied using Plackett-Burman experimental design. The investigated biosorbents were effective at removing metals from contaminated systems, particularly for Fe, Pb, and Cd ions. Moreover, the interaction behaviour of these metals was antagonistic, synergistic, or non-interactive in multi-metals system. SEM, EDX, and FTIR spectra revealed changes in surface morphology of the biomass through the biosorption process. Finally, continuous adsorption experiment was done to examine the ability of immobilized biomass to adsorb metals from wastewater.
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Affiliation(s)
- Ghada E Hegazy
- National Institute of Oceanography and Fisheries, NIOF, Cairo, Egypt.
- Bioprocess Development Department, Genetic Engineering and Biotechnology Research Institute (GEBRI), City of Scientific Research and Technological Applications (SRTA-City), New Borg Elarab City, Alexandria, Egypt.
| | - Nadia A Soliman
- Bioprocess Development Department, Genetic Engineering and Biotechnology Research Institute (GEBRI), City of Scientific Research and Technological Applications (SRTA-City), New Borg Elarab City, Alexandria, Egypt
| | - Mona E Ossman
- Environment and Natural Material Research Institute (ENMRI), City for Scientific Research and Technological Applications (SRTA-City), New Borg Elarab City, Alexandria, Egypt
| | - Yasser R Abdel-Fattah
- Bioprocess Development Department, Genetic Engineering and Biotechnology Research Institute (GEBRI), City of Scientific Research and Technological Applications (SRTA-City), New Borg Elarab City, Alexandria, Egypt
| | - Madelyn N Moawad
- National Institute of Oceanography and Fisheries, NIOF, Cairo, Egypt.
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Mohamed MS, Hozayen WG, Alharbi RM, Ibraheem IBM. Adsorptive recovery of arsenic (III) ions from aqueous solutions using dried Chlamydomonas sp. Heliyon 2022; 8:e12398. [PMID: 36590564 PMCID: PMC9800544 DOI: 10.1016/j.heliyon.2022.e12398] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 07/18/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022] Open
Abstract
The present study aimed to descry the effectiveness of dried microalga Chlamydomonas sp. for disposing of arsenic from aqueous solution. The study included examining the impact of some factors on algae's adsorption capacity (optimization study), such as initial concentrations of heavy metal, biosorbent doses, pH and contact time. All trials have been performed at constant temperature 25 °C and shaking speed of 300 rpm. The optimization studying indicated the pH 4, contact time at 60 min, temperature 25 °C and biomass concentration of 0.6 g/l were the best optimum conditions for the bioremediation activity with maximum removal percentage 95.2% and biosorption capacity 53.8 mg/g. Attesting of biosorption by applying FTIR (Fourier transfigure infrared), XRD (X-ray diffraction), SEM-EDX (Scanning Electron Microscope - Energy Dispersive X-ray), DLS (Dynamic light scarring) and ZP (Zeta Potential) was conducted. Also, Kinetics, isotherm equilibrium and thermodynamics were carried out to explain the plausible maximum biosorption capacity and biosorption rate of biosorbent q maximum.
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Affiliation(s)
- Mostafa Sh. Mohamed
- Biochemistry Department, Faculty of Science, Beni-Suef University, Beni-Suef 62511, Egypt
| | - Walaa G. Hozayen
- Biochemistry Department, Faculty of Science, Beni-Suef University, Beni-Suef 62511, Egypt
| | - Reem Mohammed Alharbi
- Biology Department, Science College, University of Hafr Al Batin, Hafr Al Batin 39524, Saudi Arabia
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Abdel-Raouf N, Sholkamy EN, Bukhari N, Al-Enazi NM, Alsamhary KI, Al-Khiat SHA, Ibraheem IBM. Bioremoval capacity of Co +2 using Phormidium tenue and Chlorella vulgaris as biosorbents. ENVIRONMENTAL RESEARCH 2022; 204:111630. [PMID: 34224707 DOI: 10.1016/j.envres.2021.111630] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 06/14/2021] [Accepted: 06/23/2021] [Indexed: 06/13/2023]
Abstract
Microalgae sorbents are microalgae that have the potential to passively bind heavy metals/contaminants to their cellular structures in a process called biosorption. This study investigates the use of two species of microalgae to remove the toxic heavy metal cobalt from aqueous solution. Two microalgae isolates, Phormidium tenue and Chlorella vulgaris, were collected from the Wadi Hanifah Stream in Riyadh, the Kingdom of Saudi Arabia. We determined the capacity of both isolates to bioremove Co+2 ions and the optimum conditions under which this occurs. The two isolates were additionally characterized by microscopic and Fourier transform infrared spectroscopy (FTIR). In the current investigation, Phormidium tenue removed 94% of Co+2 under ideal conditions of pH 6, contact duration (30 min), starting concentration (50 mgL-1) and biosorbent dose (1gL-1); while Chlorella vulgaris removed 87% of Co+2 under the same parameters except pH 5.5 and contact duration (60 min). Fourier transform infrared spectroscopy (FTIR) confirms the binding of Co+2 to the biomass, which comprises many of the functional groups. Scanning electron microscopy (SEM) and transmission electron microscopy (TEM) showed some alterations to the shape of algal cells and cellular components for both microalgae studied. In addition, equilibrium study by both Langmuir and Freundlich models was performed to detect the effect of certain equilibrium factors on the capacity of the biosorption mechanism. Finally, Phormidium tenue and Chlorella vulgaris were discovered to be promising microalgae for effective cobalt biosorption in aquatic conditions.
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Affiliation(s)
- Neveen Abdel-Raouf
- Department of Biology, College of Science and Humanities in Al-Kharj, Prince Sattam Bin Abdulaziz University, Al-Kharj, 11942, Saudi Arabia; Botany and Microbiology Department, Faculty of Science, Beni-Suef University, Beni-Suef, 65211, Egypt.
| | - Essam Nageh Sholkamy
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh, 11451, Saudi Arabia
| | - Nagat Bukhari
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh, 11451, Saudi Arabia
| | - Nouf Mohammed Al-Enazi
- Department of Biology, College of Science and Humanities in Al-Kharj, Prince Sattam Bin Abdulaziz University, Al-Kharj, 11942, Saudi Arabia
| | - Khawla Ibrahim Alsamhary
- Department of Biology, College of Science and Humanities in Al-Kharj, Prince Sattam Bin Abdulaziz University, Al-Kharj, 11942, Saudi Arabia
| | | | - Ibraheem Borie M Ibraheem
- Botany and Microbiology Department, Faculty of Science, Beni-Suef University, Beni-Suef, 65211, Egypt
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Dziergowska K, Wełna M, Szymczycha-Madeja A, Chęcmanowski J, Michalak I. Valorization of Cladophora glomerata Biomass and Obtained Bioproducts into Biostimulants of Plant Growth and as Sorbents (Biosorbents) of Metal Ions. Molecules 2021; 26:6917. [PMID: 34834009 PMCID: PMC8624861 DOI: 10.3390/molecules26226917] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Revised: 11/05/2021] [Accepted: 11/10/2021] [Indexed: 11/17/2022] Open
Abstract
The aim of this study was to propose a complete approach for macroalgae biomass valorization into products useful for sustainable agriculture and environmental protection. In the first stage, the effects of macroalgal extracts and ZnO NPs (zinc oxide nanoparticles) on the germination and growth of radish were examined. Macroalgal extract was produced from freshwater macroalga, i.e., Cladophora glomerata by ultrasound assisted extraction (UAE). The extract was used to biosynthesize zinc oxide nanoparticles. In germination tests, extracts and solutions of ZnO NPs were applied on paper substrate before sowing. In the second stage, sorption properties of macroalga, post-extraction residue, and ZnO NPs to absorb Cr(III) ions were examined. In the germination tests, the highest values of hypocotyl length (the edible part of radish), i.e., 3.3 and 2.6 cm were obtained for 60 and 80% extract (among the tested concentrations 20, 40, 60, 80, and 100%) and 10 and 50 mg/L NPs, respectively. The highest sorption capacity of Cr(III) ions (344.8 mg/g) was obtained by both macroalga and post-extraction residue at a pH of 5 and initial Cr(III) ions concentration of 200 mg/L. This study proves that macroalgae and products based on them can be applied in both sustainable agriculture and wastewater treatment.
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Affiliation(s)
- Katarzyna Dziergowska
- Department of Advanced Material Technologies, Faculty of Chemistry, Wrocław University of Science and Technology, Smoluchowskiego 25, 50-372 Wrocław, Poland; (K.D.); (J.C.)
| | - Maja Wełna
- Department of Analytical Chemistry and Chemical Metallurgy, Faculty of Chemistry, Wrocław University of Science and Technology, Wybrzeze Wyspianskiego 27, 50-370 Wrocław, Poland; (M.W.); (A.S.-M.)
| | - Anna Szymczycha-Madeja
- Department of Analytical Chemistry and Chemical Metallurgy, Faculty of Chemistry, Wrocław University of Science and Technology, Wybrzeze Wyspianskiego 27, 50-370 Wrocław, Poland; (M.W.); (A.S.-M.)
| | - Jacek Chęcmanowski
- Department of Advanced Material Technologies, Faculty of Chemistry, Wrocław University of Science and Technology, Smoluchowskiego 25, 50-372 Wrocław, Poland; (K.D.); (J.C.)
| | - Izabela Michalak
- Department of Advanced Material Technologies, Faculty of Chemistry, Wrocław University of Science and Technology, Smoluchowskiego 25, 50-372 Wrocław, Poland; (K.D.); (J.C.)
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Removal of Toxic Heavy Metals from Contaminated Aqueous Solutions Using Seaweeds: A Review. SUSTAINABILITY 2021. [DOI: 10.3390/su132112311] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Heavy metal contamination affects lives with concomitant environmental pollution, and seaweed has emerged as a remedy with the ability to save the ecosystem, due to its eco-friendliness, affordability, availability, and effective metal ion removal rate. Heavy metals are intrinsic toxicants that are known to induce damage to multiple organs, especially when subjected to excess exposure. With respect to these growing concerns, this review presents the preferred sorption material among the many natural sorption materials. The use of seaweeds to treat contaminated solutions has demonstrated outstanding results when compared to other materials. The sorption of metal ions using dead seaweed biomass offers a comparative advantage over other natural sorption materials. This article summarizes the impact of heavy metals on the environment, and why dead seaweed biomass is regarded as the leading remediation material among the available materials. This article also showcases the biosorption mechanism of dead seaweed biomass and its effectiveness as a useful, cheap, and affordable bioremediation material.
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9
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Kinetics and isotherms of lead ions removal from wastewater using modified corncob nanocomposite. INORG CHEM COMMUN 2021. [DOI: 10.1016/j.inoche.2021.108742] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Bhagat SK, Tung TM, Yaseen ZM. Heavy metal contamination prediction using ensemble model: Case study of Bay sedimentation, Australia. JOURNAL OF HAZARDOUS MATERIALS 2021; 403:123492. [PMID: 32763636 DOI: 10.1016/j.jhazmat.2020.123492] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 07/11/2020] [Accepted: 07/13/2020] [Indexed: 06/11/2023]
Abstract
Lead (Pb) is a primary toxic heavy metal (HM) which present throughout the entire ecosystem. Some commonly observed challenges in HM (Pb) prediction using artificial intelligence (AI) models include overfitting, normalization, validation against classical AI models, and lack in learning/technology transfer. This study explores the extreme gradient boosting (XGBoost) model as a superior SuperLearning (SL) algorithms for Pb prediction. The proposed model was examined using historical data at the Bramble and Deception Bay (BB and DB) stations, Australia. The model was trained at one of the stations and transferred to a cross-station and vice versa. XGBoost showed higher reliability with less declination in (R2: coefficient of determination), i.e., 0.97 % over the testing phase, among others models at BB. At the cross-station (DB), the performance of the XGBoost model was decreased by 2.74 % (R2) against random forests (RF). The mean absolute error (MAE) observed 40 % (XGBoost) and 47 % (RF) less than artificial neural network (ANN). The XGBoost model performance declined by 3.44 % (R2) over testing (DB), which is minor among validated models. At the cross-station (BB), the XGBoost model showed the least decrement in terms of R2, i.e., 7.99 % against the ANN (8.31 %), RF (10.26 %), and support vector machine (SVM, 36.19 %).
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Affiliation(s)
- Suraj Kumar Bhagat
- Faculty of Civil Engineering, Ton Duc Thang University, Ho Chi Minh City, Viet Nam.
| | - Tran Minh Tung
- Faculty of Civil Engineering, Ton Duc Thang University, Ho Chi Minh City, Viet Nam
| | - Zaher Mundher Yaseen
- Faculty of Civil Engineering, Ton Duc Thang University, Ho Chi Minh City, Viet Nam.
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Adsorption of Cd 2+ and Cr 3+ ions from aqueous solutions by using residue of Padina gymnospora waste as promising low-cost adsorbent. Heliyon 2019; 5:e01287. [PMID: 31016255 PMCID: PMC6475646 DOI: 10.1016/j.heliyon.2019.e01287] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2018] [Revised: 01/27/2019] [Accepted: 02/25/2019] [Indexed: 12/07/2022] Open
Abstract
Recently, a great attention has been given for applying a low-cost and effective adsorbents instead of expensive and dangerous chemical materials as a promising approach to treat wastewater. In this work, residue powder of brown macroalga Padina gymnospora (RPG), after extracting most of its active components by 70% methanol, was used as an adsorbent material for wastewater treatment. This work also reduces the costs of residue disposal. The adsorption ability of RPG is studied for removing Cd2+ and Cr3+from wastewater. We investigated metal adsorption isotherms and kinetics, the effect of initial metal concentration, contact time, adsorbent dosage, temperature, pH and the RPG reusability on metal ions removal. The results showed that the removal % generally increases with decreasing concentration of metal ions. RPG has higher metal removal percentages reaching 96.2% and 78.8% for Cd2+ and Cr3+, respectively, with a maxiumum adsorption capacity of 96.46 and 31.52 mg/g for Cd2+and Cr3+,respectively at pH 6.2, 50 mg, 25 °C and initial metal concentration of 100 mg/L. The metal ions removal % increased by increasing the dosage of adsorbent and it decreased after a certain limit. The metal removal % slightly changes with increasing temperature for Cd2+ and decreased at high-temperature for Cr3+. The adsorption increased with increasing pH value from 3 to 5, and decreases at pH value of 6.2 then it increased again at pH 8. The removal % and adsorption capacity at pH 8 reaches 99.58%, 99.65%, 99.85 mg/g and 39.86 mg/g for Cd2+ and Cr3+, respectively. The results also showed that RPG can be reused several times for metal ions removal. In addition, Tempkin isotherms and pseudo-second-order kinetic fit the adsorption of Cd2+ and Cr3+ well.
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El-Naggar NEA, Hamouda RA, Mousa IE, Abdel-Hamid MS, Rabei NH. Biosorption optimization, characterization, immobilization and application of Gelidium amansii biomass for complete Pb 2+ removal from aqueous solutions. Sci Rep 2018; 8:13456. [PMID: 30194341 PMCID: PMC6128825 DOI: 10.1038/s41598-018-31660-7] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Accepted: 08/23/2018] [Indexed: 11/09/2022] Open
Abstract
Lead (Pb2+) is among the most toxic heavy metals even in low concentration and cause toxicity to human's health and other forms of life. It is released into the environment through different industrial activities. The biosorption of Pb2+ from aqueous solutions by biomass of commonly available, marine alga Gelidium amansii was studied. The effects of different variables on Pb2+ removal were estimated by a two-level Plackett-Burman factorial design to determine the most significant variables affecting Pb2+ removal % from aqueous solutions. Initial pH, Pb2+ concentration and temperature were the most significant factors affecting Pb2+ removal chosen for further optimization using rotatable central composite design. The maximum removal percentage (100%) of Pb2+ from aqueous solution by Gelidium amansii biomass was found under the optimum conditions: initial Pb2+ concentration of 200 mg/L, temperature 45 °C, pH 4.5, Gelidium amansii biomass of 1 g/L and contact time of 60 minutes at static condition. FTIR analysis of algal biomass revealed the presence of carbonyl, methylene, phosphate, carbonate and phenolic groups, which are involved in the Pb2+ ions biosorption process. SEM analysis demonstrates the ability of Gelidium amansii biomass to adsorb and removes Pb2+ from aqueous solution. EDS analysis shows the additional optical absorption peak corresponding to the Pb2+ which confirms the involvement of Gelidium amansii biomass in the adsorption of Pb2+ ions from aqueous solution. Immobilized Gelidium amansii biomass was effective in Pb2+ removal (100%) from aqueous solution at an initial concentration of 200 mg/L for 3 h. In conclusion, it is demonstrated that the red marine alga Gelidium amansii biomass is a promising, efficient, ecofriendly, cost-effective and biodegradable biosorbent for the removal of Pb2+ from the environment and wastewater effluents.
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Affiliation(s)
- Noura El-Ahmady El-Naggar
- Department of Bioprocess Development, Genetic Engineering and Biotechnology Research Institute, City of Scientific Research and Technological Applications, Alexandria, Egypt.
| | - Ragaa A Hamouda
- Microbial Biotechnology Department, Genetic Engineering and Biotechnology Research Institute, University of Sadat City, 22857, Menoufyia Governorate, Egypt
| | - Ibrahim E Mousa
- Environmental Biotechnology Department, Genetic Engineering and Biotechnology Research Institute (GEBRI), University of Sadat City, 22857, Menoufyia Governorate, Egypt
| | - Marwa S Abdel-Hamid
- Microbial Biotechnology Department, Genetic Engineering and Biotechnology Research Institute, University of Sadat City, 22857, Menoufyia Governorate, Egypt
| | - Nashwa H Rabei
- Microbial Biotechnology Department, Genetic Engineering and Biotechnology Research Institute, University of Sadat City, 22857, Menoufyia Governorate, Egypt
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13
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Godlewska K, Marycz K, Michalak I. Freshwater green macroalgae as a biosorbent of Cr(III) ions. OPEN CHEM 2018. [DOI: 10.1515/chem-2018-0075] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
AbstractThe research was conducted to evaluate the possibility of using algae enriched with Cr(III) ions as a feed additive for horses. As a sorbent, macroalgaCladophora glomeratawas chosen. The results of the kinetic and equilibrium experiments on biosorption of Cr(III) ions are presented. The pseudo-second order model was used for the description of kinetics. Equilibrium of biosorption process was described by Langmuir model. The effect of biosorbent dose: 0.1–1.0 g·L-1, initial metal ions concentration: 100–300 mg·L-1and pH: 3–5 on the biosorption capacity in a batch system was evaluated. These factors played a significant role in affecting the biosorption capacity of biosorbent and the rate constant. Optimal pH for biosorption was 5, biosorbent dose 0.1 g·L-1, initial concentration of Cr(III) ions 300 mg·L-1. The maximum biosorption capacity determined from Langmuir equation was 107.5 mg·g-1(forCS1.0 g·L-1, pH 5). The experiments were also performed in a column system and they showed that almost 100% of Cr(III) ions were absorbed after 200 minutes. The FTIR and SEM-EDX technique confirmed binding of Cr(III) ions by the algal biomass. Due to very good biosorption properties,Cladophora glomeratacan be considered as a carrier of microelement ions in animal feeding.
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Affiliation(s)
- Katarzyna Godlewska
- Department of Horticulture, The Faculty of Life Sciences and Technology, Wrocław University of Environmental and Life Sciences, pl. Grunwaldzki 24A, 50-363, Wrocław, Poland
| | - Krzysztof Marycz
- Department of Experimental Biology, The Faculty of Biology and Animal Science, Wrocław University of Environmental and Life Sciences, Norwida 27B, 50-375, Wrocław, Poland
| | - Izabela Michalak
- Department of Advanced Material Technologies, Faculty of Chemistry, Wrocław University of Science and Technology, Smoluchowskiego 25, 50-372, Wrocław, Poland
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Kulshreshtha S. Mushroom Biomass and Spent Mushroom Substrate As Adsorbent to Remove Pollutants. ACTA ACUST UNITED AC 2018. [DOI: 10.1007/978-3-319-92162-4_9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/25/2023]
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15
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Jacob JM, Karthik C, Saratale RG, Kumar SS, Prabakar D, Kadirvelu K, Pugazhendhi A. Biological approaches to tackle heavy metal pollution: A survey of literature. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2018; 217:56-70. [PMID: 29597108 DOI: 10.1016/j.jenvman.2018.03.077] [Citation(s) in RCA: 254] [Impact Index Per Article: 36.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 03/07/2018] [Accepted: 03/17/2018] [Indexed: 05/21/2023]
Abstract
Pollution by heavy metals has been identified as a global threat since the inception of industrial revolution. Heavy metal contamination induces serious health and environmental hazards due to its toxic nature. Remediation of heavy metals by conventional methods is uneconomical and generates a large quantity of secondary wastes. On the other hand, biological agents such as plants, microorganisms etc. offer easy and eco-friendly ways for metal removal; hence, considered as efficient and alternative tools for metal removal. Bioremediation involves adsorption, reduction or removal of contaminants from the environment through biological resources (both microorganisms and plants). The heavy metal remediation properties of microorganisms stem from their self defense mechanisms such as enzyme secretion, cellular morphological changes etc. These defence mechanisms comprise the active involvement of microbial enzymes such as oxidoreductases, oxygenases etc, which influence the rates of bioremediation. Further, immobilization techniques are improving the practice at industrial scales. This article summarizes the various strategies inherent in the biological sorption and remediation of heavy metals.
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Affiliation(s)
- Jaya Mary Jacob
- Department of Biotechnology and Biochemical Engineering, Sree Buddha College of Engineering, APJ Abdul Kalam Kerala Technological University, Kerala, India
| | - Chinnannan Karthik
- DRDO-BU CLS, Bharathiar University Campus, Coimbatore-46, Tamil Nadu, India
| | - Rijuta Ganesh Saratale
- Research Institute of Biotechnology and Medical Converged Science, Dongguk University-Seoul, Ilsandong-gu, Goyang-si, Gyeonggido, 10326, Republic of Korea
| | - Smita S Kumar
- Center for Rural Development and Technology, Indian Institute of Technology Delhi, Hauz Khas, New Delhi, Delhi, 110016, India
| | | | - K Kadirvelu
- DRDO-BU CLS, Bharathiar University Campus, Coimbatore-46, Tamil Nadu, India
| | - Arivalagan Pugazhendhi
- Innovative Green Product Synthesis and Renewable Environment Development Research Group, Faculty of Environment and Labour Safety, Ton Duc Thang University, Ho Chi Minh City, Viet Nam.
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16
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Arim AL, Quina MJ, Gando-Ferreira LM. Insights into the Sorption Mechanisms of Cr(III) by Chemically Modified Pine Bark. Chem Eng Technol 2018. [DOI: 10.1002/ceat.201800034] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Aline L. Arim
- University of Coimbra; Department of Chemical Engineering; CIEQPF - Center of Chemical Processes Engineering and Forest Products, Pólo II; Rua Sílvio Lima 3030-790 Coimbra Portugal
- UNIPAMPA - Federal University of Pampa; Campus Bagé; Avenida Maria Anunciação Gomes de Godoy, no. 1650 96413-172 Bagé Brazil
| | - Margarida J. Quina
- University of Coimbra; Department of Chemical Engineering; CIEQPF - Center of Chemical Processes Engineering and Forest Products, Pólo II; Rua Sílvio Lima 3030-790 Coimbra Portugal
| | - Licínio M. Gando-Ferreira
- University of Coimbra; Department of Chemical Engineering; CIEQPF - Center of Chemical Processes Engineering and Forest Products, Pólo II; Rua Sílvio Lima 3030-790 Coimbra Portugal
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Vogel V, Bergmann P. Culture of Spirogyra sp. in a flat-panel airlift photobioreactor. 3 Biotech 2018; 8:6. [PMID: 29259881 PMCID: PMC5722720 DOI: 10.1007/s13205-017-1026-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 12/04/2017] [Indexed: 12/20/2022] Open
Abstract
Spirogyra is a green filamentous freshwater algae on which recent studies reveal several promising properties and potential application possibilities in biotechnology. However, little is known about cultivation of Spirogyra and even less about large-scale cultivations in closed growth systems. Therefore, the aim of the present study was to elaborate the growth kinetics of Spirogyra sp. in a commercially available and scalable photobioreactor. For this purpose, Spirogyra sp. was grown indoors in distinct flat-panel airlift photobioreactors equipped with culture-flow directing installations. Hereby, special attention was laid on light administration and specific light availability and it was found that Spirogyra sp., in combination with the photobioreactor in question, required high photon-flux densities (100 µmol m-2 s-1 gDW-1) for maximum proliferation which is in accordance with its abundance in epipelagial waters in nature. Applying photon-flux densities of up to 1400 µmol m-2 s-1, a maximum volumetric productivity and final biomass concentration of 1.15 gDW L-1 day-1 and 14.28 gDW L-1 were achieved, respectively, the highest to be reported for the alga. To the knowledge of the authors, this is the first report on the growth of Spirogyra in a flat-panel photobioreactor.
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Affiliation(s)
- Veronika Vogel
- Faculty of Natural Sciences, University of Applied Sciences Esslingen, Kanalstrasse. 33, 73728 Esslingen, Germany
| | - Peter Bergmann
- Institute of Food Science and Biotechnology, University of Hohenheim, Garbenstraße 25, 70599 Stuttgart, Germany
- Subitec GmbH, Julius-Hölder-Str. 36, 70597 Stuttgart, Germany
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18
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Ghosh A, Dastidar MG, Sreekrishnan TR. Bioremediation of Chromium Complex Dye by Growing Aspergillus flavus. WATER SCIENCE AND TECHNOLOGY LIBRARY 2018. [DOI: 10.1007/978-981-10-5795-3_8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
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19
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Majumder R, Sheikh L, Naskar A, Vineeta, Mukherjee M, Tripathy S. Depletion of Cr(VI) from aqueous solution by heat dried biomass of a newly isolated fungus Arthrinium malaysianum: A mechanistic approach. Sci Rep 2017; 7:11254. [PMID: 28900147 PMCID: PMC5595784 DOI: 10.1038/s41598-017-10160-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Accepted: 07/27/2017] [Indexed: 11/09/2022] Open
Abstract
For the first time, the heat dried biomass of a newly isolated fungus Arthrinium malaysianum was studied for the toxic Cr(VI) adsorption, involving more than one mechanism like physisorption, chemisorption, oxidation-reduction and chelation. The process was best explained by the pseudo-second order kinetic model and Redlich-Peterson isotherm with maximum predicted biosorption capacity (Qm) of 100.69 mg g−1. Film-diffusion was the rate-controlling step and the adsorption was spontaneous, endothermic and entropy-driven. The mode of interactions between Cr(VI) ions and fungal biomass were investigated by several methods [Fourier Transform-Infrared Spectroscopy (FT-IR), X-ray Diffraction (XRD) and Energy-Dispersive X-ray spectroscopy (EDX)]. X-ray Photoelectron Spectroscopy (XPS) studies confirmed significant reduction of Cr(VI) into non-toxic Cr(III) species. Further, a modified methodology of Atomic Force Microscopy was successfully attempted to visualize the mycelial ultra-structure change after chromium adsorption. The influence of pH, biomass dose and contact time on Cr(VI) depletion were evaluated by Response Surface Model (RSM). FESEM-EDX analysis also exhibited arsenic (As) and lead (Pb) peaks on fungus surface upon treating with synthetic solutions of NaAsO2 and Pb(NO3)2 respectively. Additionally, the biomass could also remove chromium from industrial effluents, suggesting the fungal biomass as a promising adsorbent for toxic metals removal.
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Affiliation(s)
- Rajib Majumder
- Structural Biology & Bio-Informatics Division, CSIR-Indian Institute of Chemical Biology, Kolkata, 700032, India
| | - Lubna Sheikh
- Structural Biology & Bio-Informatics Division, CSIR-Indian Institute of Chemical Biology, Kolkata, 700032, India
| | - Animesh Naskar
- Department of Food Technology and Biochemical Engineering, Jadavpur University, Kolkata, 700032, India
| | - Vineeta
- Structural Biology & Bio-Informatics Division, CSIR-Indian Institute of Chemical Biology, Kolkata, 700032, India
| | - Manabendra Mukherjee
- Surface Physics and Material Science Division, Saha Institute of Nuclear Physics, Kolkata, 700064, India
| | - Sucheta Tripathy
- Structural Biology & Bio-Informatics Division, CSIR-Indian Institute of Chemical Biology, Kolkata, 700032, India.
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20
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Naeem H, Bhatti HN, Sadaf S, Iqbal M. Uranium remediation using modified Vigna radiata waste biomass. Appl Radiat Isot 2017; 123:94-101. [DOI: 10.1016/j.apradiso.2017.02.027] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Revised: 02/10/2017] [Accepted: 02/16/2017] [Indexed: 11/26/2022]
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21
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Rafi S, Shoaib A, Awan ZA, Rizvi NB, Nafisa, Shafiq M. Chromium tolerance, oxidative stress response, morphological characteristics, and FTIR studies of phytopathogenic fungus Sclerotium rolfsii. Folia Microbiol (Praha) 2016; 62:207-219. [DOI: 10.1007/s12223-016-0489-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Accepted: 12/13/2016] [Indexed: 10/20/2022]
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22
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Zeraatkar AK, Ahmadzadeh H, Talebi AF, Moheimani NR, McHenry MP. Potential use of algae for heavy metal bioremediation, a critical review. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2016; 181:817-831. [PMID: 27397844 DOI: 10.1016/j.jenvman.2016.06.059] [Citation(s) in RCA: 211] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Revised: 06/11/2016] [Accepted: 06/26/2016] [Indexed: 05/11/2023]
Abstract
Algae have several industrial applications that can lower the cost of biofuel co-production. Among these co-production applications, environmental and wastewater bioremediation are increasingly important. Heavy metal pollution and its implications for public health and the environment have led to increased interest in developing environmental biotechnology approaches. We review the potential for algal biosorption and/or neutralization of the toxic effects of heavy metal ions, primarily focusing on their cellular structure, pretreatment, modification, as well as potential application of genetic engineering in biosorption performance. We evaluate pretreatment, immobilization, and factors affecting biosorption capacity, such as initial metal ion concentration, biomass concentration, initial pH, time, temperature, and interference of multi metal ions and introduce molecular tools to develop engineered algal strains with higher biosorption capacity and selectivity. We conclude that consideration of these parameters can lead to the development of low-cost micro and macroalgae cultivation with high bioremediation potential.
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Affiliation(s)
| | - Hossein Ahmadzadeh
- Department of Chemistry, Ferdowsi University of Mashhad, Mashhad, 1436-91779, Iran.
| | - Ahmad Farhad Talebi
- Genetic Department, Faculty of Biotechnology, Semnan University, Semnan, 35131-19111, Iran
| | - Navid R Moheimani
- Algae R&D Centre, School of Veterinary and Life Sciences, Murdoch University, Australia
| | - Mark P McHenry
- School of Engineering and Information Technology, Murdoch University, Australia
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23
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Comparative removal of two textile dyes from aqueous solution by adsorption onto marine-source waste shell: Kinetic and isotherm studies. KOREAN J CHEM ENG 2014. [DOI: 10.1007/s11814-014-0085-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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24
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Seolatto AA, Martins TD, Bergamasco R, Tavares CRG, Cossich ES, Silva EAD. Biosorption study of Ni2+ and Cr3+ by Sargassum filipendula: kinetics and equilibrium. BRAZILIAN JOURNAL OF CHEMICAL ENGINEERING 2014. [DOI: 10.1590/s0104-66322014000100020] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Affiliation(s)
| | - T. D. Martins
- University of Campinas, Brazil; Western State University of Paraná - UNIOESTE, Brazil
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25
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Shanmugaprakash M, Sivakumar V. Development of experimental design approach and ANN-based models for determination of Cr(VI) ions uptake rate from aqueous solution onto the solid biodiesel waste residue. BIORESOURCE TECHNOLOGY 2013; 148:550-559. [PMID: 24080294 DOI: 10.1016/j.biortech.2013.08.149] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2013] [Revised: 08/21/2013] [Accepted: 08/25/2013] [Indexed: 06/02/2023]
Abstract
In the present work, the evaluation capacities of two optimization methodologies such as RSM and ANN were employed and compared for predication of Cr(VI) uptake rate using defatted pongamia oil cake (DPOC) in both batch and column mode. The influence of operating parameters was investigated through a central composite design (CCD) of RSM using Design Expert 8.0.7.1 software. The same data was fed as input in ANN to obtain a trained the multilayer feed-forward networks back-propagation algorithm using MATLAB. The performance of the developed ANN models were compared with RSM mathematical models for Cr(VI) uptake rate in terms of the coefficient of determination (R(2)), root mean square error (RMSE) and absolute average deviation (AAD). The estimated values confirm that ANN predominates RSM representing the superiority of a trained ANN models over RSM models in order to capture the non-linear behavior of the given system.
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Affiliation(s)
- M Shanmugaprakash
- Downstream Processing Laboratory, Department of Biotechnology, Kumaraguru College of Technology, Coimbatore 641 049, India
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26
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Biosorption of Cr(III) and Pb(II) by Schoenoplectus californicus and Insights into the Binding Mechanism. ACTA ACUST UNITED AC 2013. [DOI: 10.1155/2013/851602] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Biosorption and desorption of chromium and lead on shoots biomass of Schoenoplectus californicus were investigated by performing batch sorption tests in different conditions of pH, biosorbent dose, and initial concentration in simple and binary solutions. Langmuir, Freundlich, Temkin, and Dubinin-Radushkevich isotherm models were employed to describe sorption equilibrium. Filters and biomass were characterized before and after treatments by environmental scanning electron microscopy and X-ray energy-dispersive spectrometry. The optimal conditions for biosorption were found to be pH 5 for both metals. The contact time to reach pseudoequilibrium changed as a function of pH and the metal studied. The highest optimisation of biosorbent dose was 5 g L−1 at pH 7 and 15 g L−1 at pH 5 for both metals. The most effective extracting agents for lead and chromium proved to be HNO3 and NaOH, respectively. The recovery of lead was greater than of chromium because the Cr(III) sorption mechanisms involve a stronger binding energy than the mechanisms for Pb(II), such as in intern sphere complexes. Both metals accounted for a high % removal (>90%) under the best sorption conditions. The use of Schoenoplectus californicus proved to be an efficient and economical alternative for the treatment of effluents contaminated with lead and chromium.
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27
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Chakravarty R, Khan MMR, Das AR, Guha AK. Biosorptive removal of chromium by husk ofLathyrus sativus: Evaluation of the binding mechanism, kinetic and equilibrium study. Eng Life Sci 2013. [DOI: 10.1002/elsc.201200044] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Rajdeep Chakravarty
- Department of Biological Chemistry; Indian Association for the Cultivation of Science; Kolkata; India
| | - Md. Motiar R. Khan
- Department of Biological Chemistry; Indian Association for the Cultivation of Science; Kolkata; India
| | - Akhil R. Das
- Polymer Science Unit; Indian Association for the Cultivation of Science; Kolkata; India
| | - Arun K. Guha
- Department of Biological Chemistry; Indian Association for the Cultivation of Science; Kolkata; India
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28
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Bolan NS, Choppala G, Kunhikrishnan A, Park J, Naidu R. Microbial transformation of trace elements in soils in relation to bioavailability and remediation. REVIEWS OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY 2013; 225:1-56. [PMID: 23494555 DOI: 10.1007/978-1-4614-6470-9_1] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Affiliation(s)
- Nanthi S Bolan
- Centre for Environmental Risk Assessment and Remediation, University of South Australia, Mawson Lakes, SA, Australia,
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29
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Xie P, Hao X, Mohamad OA, Liang J, Wei G. Comparative Study of Chromium Biosorption by Mesorhizobium amorphae Strain CCNWGS0123 in Single and Binary Mixtures. Appl Biochem Biotechnol 2012; 169:570-87. [DOI: 10.1007/s12010-012-9976-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2012] [Accepted: 11/06/2012] [Indexed: 10/27/2022]
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Singh A, Kumar D, Gaur JP. Continuous metal removal from solution and industrial effluents using Spirogyra biomass-packed column reactor. WATER RESEARCH 2012; 46:779-788. [PMID: 22169159 DOI: 10.1016/j.watres.2011.11.050] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2011] [Revised: 11/12/2011] [Accepted: 11/17/2011] [Indexed: 05/31/2023]
Abstract
The granules of Spirogyra neglecta biomass, diameter 0.2-0.5mm, were successfully prepared by boiling it in urea-formaldehyde mixture. Metal sorption performance of the column packed with Spirogyra granules was assessed under variable operating conditions, such as, different influent metal concentrations, bed heights and flow rates. These conditions greatly influenced the breakthrough time and volume, saturation time and volume, and the ability of the column to attain saturation after reaching the breakthrough. The experimental breakthrough curves obtained under varying experimental conditions were modeled using Bohart-Adams, Wolborska, Thomas, Yoon-Nelson and modified dose-response models. The first two models were valid only in representing the initial part of the breakthrough curves; however, the other three models were good in representing the entire breakthrough curve. The granule-packed column could be successfully used up to 6 and 9 cycles of sorption and desorption for the removal of Cu(II) and Pb(II), respectively. The column could efficiently remove different metals from real industrial effluents, and hence the test biomass (Spirogyra granules) is a good candidate for commercial application.
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Affiliation(s)
- Alpana Singh
- Laboratory of Algal Biology, Department of Botany, Banaras Hindu University, Varanasi, UP 221 005, India
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31
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Yahya SK, Zakaria ZA, Samin J, Raj ASS, Ahmad WA. Isotherm kinetics of Cr(III) removal by non-viable cells of Acinetobacter haemolyticus. Colloids Surf B Biointerfaces 2012; 94:362-8. [PMID: 22398363 DOI: 10.1016/j.colsurfb.2012.02.016] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2011] [Revised: 01/27/2012] [Accepted: 02/14/2012] [Indexed: 11/19/2022]
Abstract
The potential use of non-viable biomass of a Gram negative bacterium i.e. Acinetobacter haemolyticus to remove Cr(III) species from aqueous environment was investigated. Highest Cr(III) removal of 198.80 mg g(-1) was obtained at pH 5, biomass dosage of 15 mg cell dry weight, initial Cr(III) of 100 mg L(-1) and 30 min of contact time. The Langmuir and Freundlich models fit the experimental data (R(2)>0.95) while the kinetic data was best described using the pseudo second-order kinetic model (R(2)>0.99). Cr(III) was successfully recovered from the bacterial biomass using either 1M of CH(3)COOH, HNO(3) or H(2)SO(4) with 90% recovery. TEM and FTIR suggested the involvement of amine, carboxyl, hydroxyl and phosphate groups during the biosorption of Cr(III) onto the cell surface of A. haemolyticus. A. haemolyticus was also capable to remove 79.87 mg g(-1) Cr(III) (around 22.75%) from raw leather tanning wastewater. This study demonstrates the potential of using A. haemolyticus as biosorbent to remove Cr(III) from both synthetic and industrial wastewater.
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Affiliation(s)
- Siti Khairunnisa Yahya
- Department of Chemistry, Faculty of Science, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
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32
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Chen CY, Chang HW, Kao PC, Pan JL, Chang JS. Biosorption of cadmium by CO(2)-fixing microalga Scenedesmus obliquus CNW-N. BIORESOURCE TECHNOLOGY 2012; 105:74-80. [PMID: 22178497 DOI: 10.1016/j.biortech.2011.11.124] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2011] [Revised: 11/27/2011] [Accepted: 11/28/2011] [Indexed: 05/31/2023]
Abstract
An efficient CO(2)-fixing indigenous microalga Scenedesmus obliquus CNW-N was used as the biosorbent to remove cadmium from aqueous solution. The microalga was grown with continuous feeding of 2.5% CO(2), achieving a maximum CO(2) consumption rate of 495 mg/l/d and a biomass production of 2.56 g/l. Cadmium (Cd) biosorption by S. obliquus CNW-N was optimal at pH 6.0 and 30 °C. For an initial cadmium concentration of 50mg/l, the biosorption capacity tended to decrease with an increase in biosorbent, while the cadmium removal efficiency was nearly 100% when the biosorbent loading was higher than 0.6g. The biosorption kinetics followed the pseudo-second order adsorption model. The adsorption equilibrium obeys Langmuir isotherm with an estimated maximum capacity of 68.6 mg/g and a saturation coefficient of 0.101 l/mg. The cadmium-loaded microalgal biomass could be regenerated preferably with 0.05 M CaCl(2), as the regenerated biosorbent retained good adsorption capability after five consecutive adsorption/desorption cycles.
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Affiliation(s)
- Chun-Yen Chen
- Microalgae Biotechnology and Bioengineering Laboratory, University Center for Biosciences and Biotechnology, National Cheng Kung University, Tainan, Taiwan
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Elavarasi M, Paul ML, Rajeshwari A, Chandrasekaran N, Mandal AB, Mukherjee A. Studies on fluorescence determination of nanomolar Cr(iii) in aqueous solutions using unmodified silver nanoparticles. ANALYTICAL METHODS 2012; 4:3407. [DOI: 10.1039/c2ay25632k] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2023]
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Lee YC, Chang SP. The biosorption of heavy metals from aqueous solution by Spirogyra and Cladophora filamentous macroalgae. BIORESOURCE TECHNOLOGY 2011; 102:5297-5304. [PMID: 21292478 DOI: 10.1016/j.biortech.2010.12.103] [Citation(s) in RCA: 91] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2010] [Revised: 12/23/2010] [Accepted: 12/27/2010] [Indexed: 05/30/2023]
Abstract
The aim of this research was to develop a low cost adsorbent for wastewater treatment. The prime objective of this study was to search for suitable freshwater filamentous algae that have a high heavy metal ion removal capability. This study evaluated the biosorption capacity from aqueous solutions of the green algae species, Spirogyra and Cladophora, for lead (Pb(II)) and copper (Cu(II)). In comparing the analysis of the Langmuir and Freundlich isotherm models, the adsorption of Pb(II) and Cu(II) by these two types of biosorbents showed a better fit with the Langmuir isotherm model. In the adsorption of heavy metal ions by these two types of biosorbents, chemical and physical adsorption of particle surfaces was perhaps more significant than diffusion and adsorption between particles. Continuous adsorption-desorption experiments discovered that both types of biomass were excellent biosorbents with potential for further development.
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Affiliation(s)
- Yi-Chao Lee
- Department of Environmental Engineering, Kun Shan University, Yung-Kang City, Tainan Hsien 71003, Taiwan, ROC
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Blanes P, Cong C, Cortadi A, Frascaroli M, Gattuso M, García S, González J, Harada M, Matulewicz C, Niwa Y, Prado H, Sala L. Biosorption of Trivalent Chromium from Aqueous Solution by Red Seaweed Polysiphonia nigrescens. ACTA ACUST UNITED AC 2011. [DOI: 10.4236/jwarp.2011.311093] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Zein R, Suhaili R, Earnestly F, Munaf E. Removal of Pb(II), Cd(II) and Co(II) from aqueous solution using Garcinia mangostana L. fruit shell. JOURNAL OF HAZARDOUS MATERIALS 2010; 181:52-56. [PMID: 20627410 DOI: 10.1016/j.jhazmat.2010.04.076] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2009] [Revised: 04/05/2010] [Accepted: 04/19/2010] [Indexed: 05/28/2023]
Abstract
This study examines the possibility of using mangosteen shell to remove low concentrations of lead, zinc and cobalt (less than 100 mg/l) from aqueous solution. It was found that the biosorption capacities were significantly affected by solution pH, contact time and initial metal ions concentration. Un-extracted and extracted dyes of mangosteen shell were investigated. Moreover higher pH up to 5 favoring higher metal ion removal. Kinetic and isotherm experiments were carried out at the optimal pH: at pH 5.0 for lead and zinc, and at pH 4.0 for cobalt. The metal removal rates were rapid, with 90% of the total adsorption taking place within 60 min. Mangosteen shell showed the highest potential for the removal of toxic metals in aqueous solution.
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Affiliation(s)
- R Zein
- Faculty of Mathematics and Natural Sciences, Andalas University, Padang, Indonesia.
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Lawal OS, Sanni AR, Ajayi IA, Rabiu OO. Equilibrium, thermodynamic and kinetic studies for the biosorption of aqueous lead(II) ions onto the seed husk of Calophyllum inophyllum. JOURNAL OF HAZARDOUS MATERIALS 2010; 177:829-835. [PMID: 20083344 DOI: 10.1016/j.jhazmat.2009.12.108] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2009] [Revised: 12/23/2009] [Accepted: 12/26/2009] [Indexed: 05/28/2023]
Abstract
Biosorption of lead(II) ions from aqueous solution onto the seed husk of Calophyllum inophyllum was investigated in a batch system. Equilibrium, thermodynamics and kinetic studies were conducted by considering the effects of pH, initial metal ion concentration, contact time, and temperature. The results showed that the uptake of the metal ions increased with increase in initial metal ion concentration. The pH for optimum adsorption was 4 for the Pb(II) ions (q=4.86 mg/g and 97.2% adsorption). Langmuir isotherm described the biosorption of Pb(II) ions onto the biomass (R(2)=0.9531) better than the Freundlich model (R(2)=0.7984), and the Temkin model (R(2)=0.8761). Biosorption kinetics data obtained for the metal ions sorption were fitted using pseudo-first-order and pseudo-second-order. It was found that the kinetics data fitted well into the pseudo-second-order kinetics. Thermodynamic parameters such as Gibbs free energy (DeltaG), standard enthalpy (DeltaH) and standard entropy (DeltaS) were evaluated. The result showed that biosorption of the metal ion onto C. inophyllum biomass was spontaneous and endothermic in nature. The results of FTIR (Fourier-transform infrared spectroscopy) revealed that carboxyl, amine, and hydroxyl groups on the biomass surface were involved in the adsorption of Pb(II) ions.
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Affiliation(s)
- O S Lawal
- Department of Chemical Sciences, Faculty of Science, Olabisi Onabanjo University, PMB 2002, Ago Iwoye, Ogun State, Nigeria
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Liu Y, Cao Q, Luo F, Chen J. Biosorption of Cd2+, Cu2+, Ni2+ and Zn2+ ions from aqueous solutions by pretreated biomass of brown algae. JOURNAL OF HAZARDOUS MATERIALS 2009; 163:931-8. [PMID: 18755544 DOI: 10.1016/j.jhazmat.2008.07.046] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2008] [Revised: 07/10/2008] [Accepted: 07/10/2008] [Indexed: 05/26/2023]
Abstract
In this paper, marine brown algae Laminaria japonica was chemically modified by crosslinking with epichlorohydrin (EC(1) and EC(2)), or oxidizing by potassium permanganate (PC), or crosslinking with glutaraldehyde (GA), or only washed by distilled water (DW). They were used for equilibrium sorption uptake studies with Cd(2+), Cu(2+), Ni(2+) and Zn(2+). The experimental data have been analyzed using Langmuir, Freundlich and Redlich-Peterson isotherms. The results showed that the biosorption equilibrium was well described by both the Langmuir and Redlich-Peterson isotherms. The order of maximum metal uptakes for Cd(2+), Cu(2+) and Zn(2+) was EC(1)>EC(2)>PC>DW>GA, but the uptakes of Ni(2+) are almost the same for these sorbents. Moreover, sorption kinetics has been performed and it was observed that the equilibrium was reached in less than 2h, which could be described by pseudo-first-order kinetic model. The metal adsorption was strictly pH dependent. The optimum pH values of four metals were in the range of 4.3-6.5 for all sorbents, and the optimum solid/liquid ratio was 3.0 g L(-1).
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Affiliation(s)
- Yinghui Liu
- Key Laboratory of Polyoxometalates Science of Ministry of Education, College of Chemistry, Northeast Normal University, Changchun 130024, PR China
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Batista APS, Romão LPC, Arguelho MLPM, Garcia CAB, Alves JPH, Passos EA, Rosa AH. Biosorption of Cr(III) using in natura and chemically treated tropical peats. JOURNAL OF HAZARDOUS MATERIALS 2009; 163:517-523. [PMID: 18722053 DOI: 10.1016/j.jhazmat.2008.06.129] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2007] [Revised: 06/30/2008] [Accepted: 06/30/2008] [Indexed: 05/26/2023]
Abstract
The physicochemical characteristics of three Brazilian peats were investigated using elemental analysis, scanning electron microscopy (SEM), X-ray diffractometry (XRD) and studies of Cr(III) biosorption based on adsorption isotherms. Adsorption of Cr(III) by in natura peat from Santo Amaro das Brotas (Sergipe State) was much greater than by peats from either Ribeirão Preto (São Paulo State) or Itabaiana (Sergipe State), with adsorption capacities (q) of 4.90+/-0.01, 1.70+/-0.01 and 1.40+/-0.01 mg g(-1), respectively. Pre-treatments with HCl and NaOH+HCl reduced adsorption by the Santo Amaro das Brotas peat, showing that adsorption efficiency was associated with the amount of organic matter present. Conversely, increase in the mineral content following pre-treatment increased adsorption of Cr(III) by the Ribeirão Preto and Itabaiana peats. Highest adsorption (retention >95.0%) was achieved at equilibrium pH 4.0 using the Santo Amaro das Brotas peat. Experimental data for the adsorption of Cr(III) from aqueous solution onto this peat were fitted to the Langmuir equation, from which an equilibrium adsorption capacity, q(max), of 5.60 mg g(-1) was obtained, which was close to the experimentally determined value.
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Affiliation(s)
- A P S Batista
- Departamento de Química, Universidade Federal de Sergipe, 49100-000 São Cristóvão, SE, Brazil
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Vaghetti JCP, Lima EC, Royer B, Cardoso NF, Martins B, Calvete T. Pecan Nutshell as Biosorbent to Remove Toxic Metals from Aqueous Solution. SEP SCI TECHNOL 2009. [DOI: 10.1080/01496390802634331] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Sari A, Tuzen M. Biosorption of total chromium from aqueous solution by red algae (Ceramium virgatum): equilibrium, kinetic and thermodynamic studies. JOURNAL OF HAZARDOUS MATERIALS 2008; 160:349-355. [PMID: 18406520 DOI: 10.1016/j.jhazmat.2008.03.005] [Citation(s) in RCA: 114] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2007] [Revised: 03/01/2008] [Accepted: 03/03/2008] [Indexed: 05/26/2023]
Abstract
This study focused on the biosorption of total chromium onto red algae (Ceramium virgatum) biomass from aqueous solution. Experimental parameters affecting biosorption process such as pH, contact time, biomass dosage and temperature were studied. Langmuir, Freundlich and Dubinin-Radushkevich (D-R) models were applied to describe the biosorption isotherms. Langmuir model fitted the equilibrium data better than the Freundlich isotherm. The biosorption capacity of C. virgatum biomass for total chromium was found to be 26.5mg/g at pH 1.5 and 10g/L biomass dosage, 90min equilibrium time and 20 degrees C. From the D-R isotherm model, the mean free energy was calculated as 9.7kJ/mol, indicating that the biosorption of total chromium was taken place by chemisorption. The calculated thermodynamic parameters (DeltaG degrees , DeltaH degrees and DeltaS degrees ) showed that the biosorption of total chromium onto C. virgatum biomass was feasible, spontaneous and exothermic at 20-50 degrees C. Kinetic evaluation of experimental data showed that the biosorption processes of total chromium followed well pseudo-second-order kinetics.
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Affiliation(s)
- Ahmet Sari
- Department of Chemistry, Gaziosmanpasa University, 60250 Tokat, Turkey.
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Kao WC, Huang CC, Chang JS. Biosorption of nickel, chromium and zinc by MerP-expressing recombinant Escherichia coli. JOURNAL OF HAZARDOUS MATERIALS 2008; 158:100-6. [PMID: 18313216 DOI: 10.1016/j.jhazmat.2008.01.032] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2007] [Revised: 01/09/2008] [Accepted: 01/14/2008] [Indexed: 05/17/2023]
Abstract
Escherichia coli hosts able to over-express metal-binding proteins (MerP) originating from Gram-positive (Bacillus cereus RC607) and Gram-negative (Pseudomonas sp. K-62) bacterial strains were used to adsorb Ni(2+), Zn(2+) and Cr(3+) in aqueous solutions. The initial adsorption rate and adsorption capacity were determined to evaluate the performance of the biosorbents. With the expression of MerP protein, the metal adsorption capacity of the recombinant strains for Ni(2+), Zn(2+) and Cr(3+) significantly improved. The cells carrying Gram-positive merP gene (GB) adsorbed Zn(2+) and Cr(3+) at a capacity of 22.3 and 0.98 mmol/g biomass, which is 121% and 72% higher, respectively, over that of the MerP-free host cells. Adsorption capacity of the cells carrying Gram-negative merP gene (GP) also increased 144% and 126% for Zn(2+) and Cr(3+), respectively. Both recombinant strains also exhibited 24% and 5% enhancement in adsorption of Ni(2+) for GB and GP, respectively. The initial adsorption rate of the recombinant biosorbents was also higher than that of the MerP-free host, suggesting an increased metal-binding affinity with MerP expression. Severe cell damage on GB biosorbent was observed after Cr(3+) adsorption, probably due to the metal toxicity effect on the cells.
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Affiliation(s)
- Wei-Chen Kao
- Department of Chemical Engineering, National Cheng Kung University, Tainan 701, Taiwan
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Murphy V, Hughes H, McLoughlin P. Comparative study of chromium biosorption by red, green and brown seaweed biomass. CHEMOSPHERE 2008; 70:1128-34. [PMID: 17884133 DOI: 10.1016/j.chemosphere.2007.08.015] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2007] [Revised: 08/08/2007] [Accepted: 08/09/2007] [Indexed: 05/17/2023]
Abstract
Dried biomass of the macroalgae Fucus vesiculosus and Fucus spiralis (brown), Ulva spp. (comprising Ulva linza, Ulva compressa and Ulva intestinalis) and Ulva lactuca (green), Palmaria palmata and Polysiphonia lanosa (red) were studied in terms of their chromium biosorption performance. Metal sorption was highly pH dependent with maximum Cr(III) and Cr(VI) sorption occurring at pH 4.5 and pH 2, respectively. Extended equilibrium times were required for Cr(VI) binding over Cr(III) binding (180 and 120min, respectively) thus indicating possible disparities in binding mechanism between chromium oxidation states. The red seaweed P. palmata revealed the highest removal efficiency for both Cr(III) and Cr(VI) at low initial concentrations. However, at high initial metal concentrations F. vesiculosus had the greatest removal efficiency for Cr(III) and performed almost identically to P. lanosa in terms of Cr(VI) removal. The Langmuir Isotherm mathematically described chromium binding to the seaweeds where F. vesiculosus had the largest q(max) for Cr(III) sorption (1.21mmol g(-1)) and P. lanosa had the largest Cr(VI) uptake (0.88mmol g(-1)). P. palmata had the highest affinity for both Cr(III) and Cr(VI) binding with b values of 4.94mM(-1) and 8.64mM(-1), respectively. Fourier transform infrared analysis revealed interactions of amino, carboxyl, sulphonate and hydroxyl groups in chromium binding to Ulva spp. The remaining seaweeds showed involvement of these groups to varying degrees as well as ether group participation in the brown seaweeds and for Cr(VI) binding to the red seaweeds.
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Affiliation(s)
- V Murphy
- Estuarine Research Group, Department of Chemical and Life Sciences, Waterford Institute of Technology, Cork Road, Waterford, Ireland.
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