Ian Sofian Yunus and
Shen-Long Tsai*
Department of Chemical Engineering, National Taiwan University of Science and Technology, No. 43 Keelung Rd., Daan Dist., 10607 Taipei, Taiwan. E-mail: stsai@mail.ntust.edu.tw
First published on 12th February 2015
An efficient, selective and reusable biosorbent is important for precious metal recovery. This paper examines the recovery of palladium Pd(II) from wastewater on designed biomolecule–cellulose complexes. A genetically engineered fusion protein composed of palladium binding peptides (PdBP) and cellulose binding domains (CBD) was expressed in Escherichia coli and enabled the binding of cellulose for palladium recovery and detoxification. The results of this study indicated that the range of pH levels suitable for PdCBD–cellulose complexes is wide and that the effect of temperature on palladium recovery is insignificant. In addition, the PdCBD–cellulose complexes exhibited good reusability and a high selectivity for Pd(II) recovery. The maximum adsorption capacity of the PdCBD–cellulose was 175.44 mg g−1, indicating a high adsorption capacity for Pd(II). The Langmuir adsorption isotherm was applied to describe the processes for removing Pd(II). The kinetics of the Pd(II) removal were identified as following a pseudo-second order rate equation. Furthermore, the results of a Lemna minor growth inhibition test showed effective detoxification of the designed complexes. The results of this study revealed that the designed biomolecule–cellulose complexes can be used to develop a selective process for recovering and detoxifying precious metals.
Conventional physicochemical methods of recovering palladium (such as solvent extraction, membrane filtration, reverse osmosis, chemical precipitation, and ion exchange) have considerable disadvantages, including incomplete removal of metal, lack of specificity, extensive labour and time requirements, and generation of toxic sludge or other waste products that require disposal. Another method is biosorption which is more economical and environmentally friendly than conventional methods.4
Biosorbents such as chitosan,5 lignin,6 tannin,7 and microorganisms8 are effective in palladium ions from aqueous solutions. Although biosorbents have shown high adsorption capacities, developing selective sorbents remains a challenging task. Moreover, microorganism-based biosorbents have many drawbacks such as poor mechanical strength, limited rigidity, and difficulty in separating solids and liquid. Immobilization techniques have been used to overcome the drawbacks of microorganism-based biosorbents.3,9
In our research, we constructed a protein fusion of palladium binding peptides (PdBP) that bind N-terminally to cellulose binding domains (CBD), thereby eliminating the aforementioned problems. PdBP have been reported to size-regulate nanoparticle formation and are known to specifically bind target palladium ions.10 CBDs, which are commonly used in the biotechnology field as an affinity tag protein for immobilizing other proteins in cellulose, binds rapidly, tightly, and specifically to cellulose in wide ranges of pH and temperature.11 Cellulose is a naturally abundant, inexpensive, and chemically inert material with inherently low binding characteristics.12 The unique properties of PdBP and CBD, in addition to the low cost of cellulose, may enable the commercial application of a PdBP–CBD-based adsorbent for recovering palladium ions.
The objectives of this study were (1) to construct a PdBP–CBD-based adsorbent and to study the Pd(II) adsorption behaviour of PdBP–CBD-cellulose as a function of initial pH and temperature; (2) to investigate the effects of the initial concentrations of Pd(II) on Pd(II) adsorption; (3) to delineate the mechanism of Pd(II) adsorption on PdBP–CBD-cellulose; (4) to simulate a Pd(II) adsorption isotherm and to estimate the adsorption capacities; (5) to examine the reusability of PdBP–CBD cellulose; (6) to evaluate the selectivity of PdBP–CBD-cellulose toward metals other than palladium; and (7) to investigate the possibility of using PdBP–CBD-cellulose for detoxifying of palladium polluted water.
Two milliliters of overnight preculture was mixed into 200 mL of Luria–Bertani (LB) medium (10.0 g L−1 tryptone, 5.0 g L−1 yeast extract, 10.0 g L−1 NaCl) supplemented with 50 μg mL−1 kanamycin. When OD600 reached 0.5, the cultures were supplemented with 0.5 mM IPTG and then incubated for 2.5 hours at 30 °C. Cells were harvested through centrifugation at 8500 rpm for 20 min and resuspended in 2 mL of DI water. The cell suspension was lysed through sonication and centrifuged at 15000 rpm for 7 min. The supernatant was heat purified at 75 °C for 30 min and then centrifuged to collect the heat-purified protein. The resulting supernatant was recovered and used for cellulose binding and palladium adsorption studies. The unpurified and purified proteins were subjected to an SDS-PAGE analysis. Protein quantification was performed using the BioRad (Bradford) protein assay kit.
The ability of PdBP–CBD-cellulose complexes to adsorb palladium in various condition (pH and temperature) was also investigated. HCl and NaOH were used to adjust the pH to the desired value. To determine the selectivity in the adsorption of palladium ions, 10, 50, and 100 mg L−1 of Ca(II), Mg(II), Sr(II), and Pt(IV) were incubated individually with PdBP–CBD-cellulose to replace Pd(II). To investigate the effect of the interfering ions on adsorption, Pd(II) and Pt(IV) were incubated together. After the treatment, the metal ions content in the samples was measured by ICP-AES.
The capacity of the PdBP–CBD-cellulose to adsorb palladium was determined by mixing 0.1 g of the sorbent with 1.5 mL of Pd(II) solutions with concentrations ranging from 5 to 500 mg L−1 in 2 mL vials at room temperature. The pH values of all Pd(II) solutions were adjusted to 3.54 ± 0.2. The adsorption capacity was calculated according to the equation
(1) |
(2) |
Fig. 1C shows the profile of Pd(II) adsorption on PdBP–CBD-cellulose at different pH and temperature levels. The results indicated that the adsorption capacity of Pd(II) substantially increased when the pH was between 1.3 and 3.08, where it reached the maximum (qe = 22.77 mg g−1) and decreased notably when the pH was between 3.08 and 11.68, indicating that palladium adsorption is favourable at low pH levels. This result was in line with results obtained by other studies on precious metal adsorption, in which higher adsorption capacity for precious metal ions was obtained at low pH.9 In an acidic condition, the Pd(II) adsorption mechanism of PdBP–CBD-cellulose is assumed to be electrostatic attraction and ion exchange.15 To support this assumption, Hydra and Medusa computer program was used to determine the distribution of Pd species under the experimental conditions.16 In the case of hydrochloric solutions, when chloride concentration is higher than 10 mM, PdCl42−, PdCl3−, and PdCl2 represent 85%, 10%, and 5% of total palladium concentration (at 50 ppm), respectively (ESI, Fig. S2 and S3†). For pH lower than 5, anionic and nonionic palladium species represent 95% and 5% of total palladium concentration, respectively. This indicates that in the presence of chloride, palladium ions form chloropalladate anions which interact with protonated amine sties on PdBP–CBD [(RNH3+)2PdCl42−].17 It is found that the binding peptide is positively charged in a wide pH range from 0 to 11 based on the calulation.18 As the pH increase, the distributions of cationic species also increase (ESI, Fig. S2 and S4†). Therefore, there is electrostatic repulsion between the peptide and cationic palladium species, resulting in lower adsorption capacities. This results suggest that the adsorption of cationic species (such as Pd(NH3)42+ and Pd(NH3)32+) are less favourable in high pH. The decrease in adsorption capacity as the pH increases may also be explained by the fewer protonated amine sites available on PdBP–CBD and the fewer chloride anions available.15 However, we observed a substantially low adsorption capacity of Pd(II) at pH 1.3 and 11.68. At pH 1.3, a portion of PdBP–CBD was incapable of binding to the cellulose because the protein denatured, causing some Pd–PdBP–CBD to remain in the supernatant (see ESI, Fig. S5†). The low palladium adsorption capacity at pH 11.68 was attributed to the same reason.
The temperature at which a sorption reaction occurs is seldom of importance, with most reactions being temperature-independent or exothermic reactions.19 In this study, the results showed that the adsorption capacity increased insignificantly as the temperature increased (Fig. 1C), indicating that the adsorption process was endothermic. However, at 20 °C and 30 °C, the temperature did not seem to influence the adsorption performance. In addition, the designed biosorbent was quite stable as no significant decrease in binding efficiency and no detectable protein bleeding could be observed after two months storage at room temperature (25 ± 2 °C). Therefore, all subsequent experiments were conducted at room temperature.
To examine whether the designer biosorbent can be constantly regenerated and reused, experiments were performed to determine whether the Pd(II) bound to PdBP–CBD-cellulose can be desorbed or released, and whether the regenerated PdBP–CBD-cellulose can be reused in a Pd(II) removal experiment. As shown in Fig. 2C, the PdBP–CBD was regenerated after the bound Pd(II) was removed through washing. The high removal efficiency was maintained for at least three binding/removal (regeneration) cycles involving the treatment with 1 M thiourea. The capability of PdBP–CBD to retain its reusability may be explained by the fact that palladium binding peptides were obtained from peptide libraries through multiple binding and washing cycles.10 As a result, the obtained PdBP is able to specifically bind to palladium and retain its desorption and adsorption performance after several cycles.
Studying kinetics is a crucial step for understanding the adsorption mechanism and for designing columns in laboratory, pilot, and industrial scales.21 Several models can be used to express the mechanism of sorption onto a sorbent. In this study, Lagergren pseudo-first order22 and pseudo-second order models,23 and intraparticle diffusion models24 were used to evaluate the mechanism of Pd(II) adsorption onto PdBP–CBD-cellulose. The linear form of the Lagergren pseudo-first order model is expressed as eqn (3)
(3) |
The linear form of pseudo-second order equation can be written as eqn (4):
(4) |
(5) |
The intraparticle diffusion kinetic model can be written as eqn (6)
qt = kidt0.5 + Ci | (6) |
As shown in Table 1, the correlation coefficient values (R2) of the pseudo-second order model (Fig. 3A, inset) were slightly higher than those of the pseudo-first order and intraparticle diffusion models (Fig. 3B). The intercept, which did not equal q1 showed that the reaction is not likely to be a first order reaction. The calculated adsorption capacity (qe,cal) values from pseudo-second order model were close to experimental adsorption capacity (qe,exp) values, indicating that the pseudo-second order kinetic model is suitable for modelling the adsorption of Pd(II).
Model | Parameter | Pd(II) |
---|---|---|
Pseudofirst-order kinetic | k1 (min−1) | 0.0252 |
qe,cal (mg g−1) | 10.23 | |
R2 | 0.8186 | |
Pseudosecond-order kinetic | k2 (g mg−1 min−1) | 0.0100 |
h (mg g−1 min−1) | 4.0519 | |
qe,cal (mg g−1) | 20.1613 | |
R2 | 0.9980 | |
Intraparticle diffusion | kid (mg g−1 min−0.5) | 1.3985 |
R2 | 0.7394 |
To elucidate the diffusion mechanism and investigate whether intraparticle diffusion is rate-limiting factor in the adsorption process, the intraparticle diffusion model (eqn (6)) was considered. Fig. 3B presents an intraparticle diffusion plot for Pd(II). If intraparticle diffusion is a rate-limiting factor, then plots of qt versus t0.5 show a linear relationship. The slope of the linearized plot illustrates the rate parameter of intraparticle diffusion, and the intercept is proportional to the thickness of the boundary layer (film). A value of constant Ci in the intraparticle diffusion equation equal to zero, indicates that intraparticle diffusion governs the adsorption rate of the entire adsorption process. In general, the plot of qt against t0.5 usually shows more than one linear portion; when the slope of the first portion is not zero, film diffusion is determined to control the adsorption rate at the beginning.26
As shown in Fig. 3B, the linear fit of the intraparticle diffusion model showed three linear portions, indicating that the adsorption process consists of multiple stages. Each stage was identified according to a change in the slope of the linear line which was used to fit the experimental data. The first stage was assumed to be caused by external surface adsorption or instantaneous adsorption which is driven by initial differences in the metal ions concentrations. The second linear stage is the gradual adsorption stage, in which intraparticle diffusion is the rate-limiting step. The third stage is the final equilibrium stage, in which intraparticle diffusion slows because of the low concentration of residual metal ions in the solution. As shown in Fig. 3B, the plots were not linear throughout the adsorption process, implying that more than one process affected the adsorption.
(7) |
The Freundlich isotherm assumes heterogeneous adsorption because of the diversity of the adsorption sites or the diverse nature of the metal ions adsorbed. The Freundlich adsorption equation is expressed as:
qe = kC1/ne | (8) |
The Pd(II) adsorption profile of PdBP–CBD-cellulose and the adsorption isotherms parameters for Pd(II) onto PdBP–CBD-cellulose is shown in Fig. 4. The values of regression coefficients obtained from the models were used as fitting criteria to identify these isotherms. Under the experimental conditions, the Langmuir model showed a fit (R2 > 0.98) that was superior to that of the Freundlich isotherm models, suggesting that Pd(II) adsorption on PdBP–CBD-cellulose is based on monolayer coverage. According to the Langmuir isotherm, the maximum adsorption capacity qm of the adsorption of Pd(II) on PdBP–CBD-cellulose was 175.44 mg g−1. Interestingly, a back-of-the-envelope calculation suggested that the moles of palladium bound at capacity is in excess of the moles of PdBP protein present. Hypothetically this might be attribute to two reasons. The first one is that each binding protein has more than one binding site. The Langmuir isotherm is based on the interaction between adsorbates and the binding sites, instead of the binding molecules. Therefore, this result suggested that more than one binding site are presented in each PdBP protein. Second, the Pd(II) ions somehow forms nanoparticles on the adsorbent, resulting in a higher adsorption capacity. Since this peptide has been used for nano-palladium synthesis,10 it is not surprised that nanoparticles are formed on the peptides. For the Freundlich isotherm, the n value was between 1 and 10, suggesting that adsorption was favourable in the experimental conditions.
Fig. 4 Adsorption isotherms of Pd(II) on PdBP–CBD-cellulose (100 mg cellulose, 1.73 mg PdBP–CBD, 1.5 mL Pd(II) solutions, pH 3.54 ± 0.2, 3 h, 25 °C). |
Fig. 5A shows the relative growth rates of plants in samples over 14 days of treatment. On the second day, no growth was observed in all samples. On the fourth day, significant differences in RG were observed among the samples. The plants in samples of 10 ppm palladium (A) showed no growth (100% growth inhibition). Samples of palladium-treated water (B) showed no significant difference with respect to the control (C). Throughout the treatment, the plants in samples of 10 ppm palladium (A) kept 100% growth inhibition whereas those of treated water (B) maintained their relative growth rates with respect to the control (C).
Fig. 5B shows images of fronds grown in different samples over 14 days of treatment. On the first day, no significant differences between the tested samples (A) and (B) and the control (C) were observed. On the second day, the plants in A-group samples exhibited loss of green pigments (chlorosis) compared with the plants in the (B) and (C) groups. In the subsequent days, the plants in the A samples showed significant chlorosis while no colour changes were observed in the plants in the (B) and (C) groups. Fig. 5A shows that there was no dislocation of fronds or loss of green pigment in both samples (B) and (C) after 14 days of treatment; these healthy L. minor samples in treated water indicated that bioremediation was effective.
Footnote |
† Electronic supplementary information (ESI) available: Details of primers used in this study; plasmid construction; pH test of Pd–CBD binding to microcrystalline cellulose; and the distribution of palladium species based on Hydra and Medusa computer program. See DOI: 10.1039/c4ra16200e |
This journal is © The Royal Society of Chemistry 2015 |