Shuo Lin1,2, Wei Wei1,3, Xiaoyu Lin1, John Kwame Bediako1, D Harikishore Kumar Reddy1, Myung-Hee Song1, Yeoung-Sang Yun1. 1. School of Chemical Engineering, Jeonbuk National University, Jeonbuk 54896, Republic of Korea. 2. Department of Chemistry, University of Calgary, Calgary, Alberta T2N 1N4, Canada. 3. Key Laboratory for Synergistic Prevention of Water and Soil Environmental Pollution, Xinyang Normal University, Xinyang, Henan 464000, China.
Abstract
The ion/molecular imprinting technique is an efficient method for developing materials with high adsorption selectivity. However, it is still difficult to obtain an imprinted adsorbent with desirably high selectivity when the preparation processes are not well designed and optimized. In this present work, a chitosan-based ion-imprinted adsorbent was optimally prepared through Box-Behnken experimental design to achieve desirably high selectivity for Pd anions (PdCl4 2-) from aqueous solutions with high acidity. The dosage of epichlorohydrin (ECH) used in the first and second steps of cross-linking as well as the pH of the imprinting reaction medium is likely one of the key factors affecting the selectivity of the synthesized ion-imprinted chitosan adsorbent, which were selected as factors in a three-level factorial Box-Behnken design. As a result, the effects of these three factors on Pd(II) selectivity were able to be described by using a second-order polynomial model with a high regression coefficient (R 2; 0.996). The obtained optimal conditions via the response surface methodology were 0.10% (v/v) of first cross-linking ECH, an imprinting pH of 1.0, and 1.00% of second cross-linking ECH. Competitive adsorption was performed to investigate the selectivities of the ion-imprinted chitosan adsorbents prepared under the optimal conditions. The selectivity coefficient of Pd(II) versus Pt(IV) (βPd/Pt) of the Pd(II)-imprinted adsorbent was 115.83, much greater than that of the chitosan adsorbent without imprinting and various reported selective adsorbents. Therefore, the Box-Behnken design can be a useful method for optimizing the synthesis of ion-imprinted adsorbents with desirably high adsorptive selectivity for precious metals.
The ion/molecular imprinting technique is an efficient method for developing materials with high adsorption selectivity. However, it is still difficult to obtain an imprinted adsorbent with desirably high selectivity when the preparation processes are not well designed and optimized. In this present work, a chitosan-based ion-imprinted adsorbent was optimally prepared through Box-Behnken experimental design to achieve desirably high selectivity for Pd anions (PdCl4 2-) from aqueous solutions with high acidity. The dosage of epichlorohydrin (ECH) used in the first and second steps of cross-linking as well as the pH of the imprinting reaction medium is likely one of the key factors affecting the selectivity of the synthesized ion-imprinted chitosanadsorbent, which were selected as factors in a three-level factorial Box-Behnken design. As a result, the effects of these three factors on Pd(II) selectivity were able to be described by using a second-order polynomial model with a high regression coefficient (R 2; 0.996). The obtained optimal conditions via the response surface methodology were 0.10% (v/v) of first cross-linking ECH, an imprinting pH of 1.0, and 1.00% of second cross-linking ECH. Competitive adsorption was performed to investigate the selectivities of the ion-imprinted chitosan adsorbents prepared under the optimal conditions. The selectivity coefficient of Pd(II) versus Pt(IV) (βPd/Pt) of the Pd(II)-imprinted adsorbent was 115.83, much greater than that of the chitosanadsorbent without imprinting and various reported selective adsorbents. Therefore, the Box-Behnken design can be a useful method for optimizing the synthesis of ion-imprinted adsorbents with desirably high adsorptive selectivity for precious metals.
Platinum group metals
(PGMs) as marvelous metallic materials show
wide utilization in various industries, including applications in
photography, jewelry, dentistry, hydrogen storage, electronics, and
catalysts.[1,2] The increasing commercial values of PGMs
have prompted focus on their recovery from secondary sources, such
as inactivated catalysts and electronic devices.[3−5] Generally, PGMs
are dissolved in acids through reaction with chlorine solution and
transformed to be anionic metal species such as PdCl42– and PtCl62– in hydrometallurgical
processes. Conventional methods for recovering dissolved metal ions
in hydrometallurgical processes, such as ion exchange, reverse osmosis,
co-precipitation, solvent extraction, and membrane filtration,[4,6] have significant shortcomings, which include generating toxic byproducts,
extensive costs of labor, large energy requirements, high doses of
reagents, or low recovery efficiency or selectivity. Fortunately,
adsorption is believed to be one of the most promising alternative
techniques for separation and extraction of PGMs without the aforementioned
disadvantages.Chitosan, an easy-to-obtain and price-moderate
biopolymeric derivative,
is well known as a high-potential adsorbent for metal recovery owing
to its abundant amine groups, which can electrostatically attract
or complex with metallic anions or cations, respectively.[7−9] Nevertheless, the poor acid stability and insignificant selectivity
of chitosan in multiple-metal solutions impede its practical applications.
Therefore, several studies of precious metal adsorption on chitosan
aimed to improve its stability at low pH and selectivity for target
metals.[10−12]Ion imprinting is effective for developing
adsorbents with high
selectivities for target ions.[13,14] Taking the ion-imprinted
chitosanadsorbent for example, the ion-imprinting technique involves
the following steps (Scheme ): (i) chitosan materials in a shape body react with cross-linkers
to obtain enough stability for subsequent steps, (ii) the resultant
chitosan materials are mixed with template ions to form specific adsorptive
bindings, (iii) the template-loaded chitosan materials react with
the cross-linker again to fix the specific binding environments in
the adsorbents, and (vi) the template ions are removed from the chitosan
materials.[15,16] After imprinting, the imprinted
chitosanadsorbent (ICA) reserves an appropriate size of binding space
and a specific binding site that are able to accommodate and bind
a specific ion, which contributes to its recognition/selectivity for
the target ion.[17,18]
Scheme 1
Concept of the Cross-Linking
and Imprinting Processes
Recently, a great deal of attention has focused on adopting ion-imprinting
methods to prepare selective adsorbents for heavy metals,[19−21] including our previous study: an ion-imprinted chitosan fiber synthesized
via twice of cross-linking and Pd imprinting.[16] However, the preparation of an ion-imprinted adsorbent generally
needs many steps as aforementioned, and the conditions in each step
can significantly affect the selective performance of the resultant
adsorbent. To ensure desirably high selectivity toward the target
Pd(II) ions, the response surface methodology (RSM), which explores
the relationships among several explanatory and response variables
to determine the optimal response,[22−24] was applied to figure
out the optimal conditions for the synthesis of the ion-imprinted
adsorbent. In this work, the dosage of epichlorohydrin (ECH) used
in the first and second steps of cross-linking as well as the pH of
the imprinting reaction medium is likely one of the key factors affecting
the selectivity of the synthesized ion-imprinted chitosanadsorbent,
which were selected as factors in a three-level factorial Box–Behnken
experimental design, which is considered to be more proficient and
most powerful than other designs such as the three-level full factorial
design, central composite design, and Doehlert design.[25] RSM successfully verified the effect of these
major factors on the adsorbent’s selectivity. The optimal conditions
were determined and employed to prepare a desirably high-selective
adsorbent for Pd(II) from acidic solutions.
Materials and Methods
Materials
PGM salts (PdCl2 and H2PtCl6·5.5H2O) were purchased from Kojima
Chemicals Co., Ltd. (Sayama, Japan). Three commercial ion-exchange
resins, Amberlite IR-120H (IR-120H), Amberjet 4200 (IR-4200), and
Amberlite IRA-900 (IR-900); heavy metal salts [Co(NO3)2·6H2O and NiSO4·6H2O]; chitosan (75–85% deacetylated); ECH; and thiourea were
obtained from Sigma-Aldrich (Yongin, Korea).
Adsorbent Synthesis
The ion-imprinted chitosanadsorbent
was synthesized using a method reported previously.[16] In brief, a chitosan solution (5 g of powder-form chitosan
was fully dissolved in 100 mL of 3% (v/v) acetic acid aqueous solution)
was extruded through the spinneret (0.25 mm inner diameter) into 1
M NaOH solution for coagulating into a fibrous form and then separated
for subsequent steps. As illustrated in Scheme , (i) the first cross-linking was performed
by reacting 2.0 g of undried chitosan fibers with 25 mL of ECH solution
(0.10, 0.55, and 1.00 v/v %; the molar ratios of ECH to the chitosan
monomer are 0.5:1, 2.75:1, and 5:1, respectively) under alkaline conditions
(pH 12.5) at 40 °C for 4 h and then filtrated out and washed
for the imprinting process; (ii) the cross-linked fibers were contacted
for 12 h with 40 mL of Pd(II) solution (1200 mg L–1), which was prepared by dissolving PdCl2 in HCl solution
(pH 1.0, 1.7, and 2.4, 25 °C; slightly cross-linked chitosan
could fully dissolve in solution with pH below 1.0); (iii) further
cross-linking was conducted for 6 h using 40 mL of ECH solution (0.10,
0.55, and 1.00 v/v %); and (iv) the Pd(II) template was completely
eluted from the ion-imprinted chitosan fibers by 0.2 M thiourea solution
(in 0.05 M HCl solution). The resultant Pd(II)-imprinted chitosanadsorbent, labeled as ICA, was washed with an alkaline solution and
distilled water and then dried in a freeze dryer.Non-ICA (NICA)
was synthesized following an identical process to ICA but without
imprinting.
Competitive Adsorption Experiments
The selective performances
of the prepared adsorbents were evaluated by adsorption experiments,
which were carried out at 25 °C and 150 rpm in a multishaking
incubator with 0.01 g of adsorbents in 25 mL of the multiple-metal
solution containing metal ions of Co(II), Ni(II), Pt(IV), and Pd(II).
This solution was prepared by dissolving metal salts of Co(NO3)2·6H2O, NiSO4·6H2O, PdCl2, and H2PtCl6·5.5H2O in 0.1 M HCl solution with an initial concentration of 200
mg L–1 for each metal ion. The pH of the solutions
during the 24 h adsorption period were maintained at 1.0. After reaching
the equilibrium, the concentration of metal ions in the supernatant
was determined after appropriate dilution by inductively coupled plasma-optical
emission spectrometry (ICP-OES), and the metal uptakes on the adsorbents
(q, mg g–1) were determined by eq where Ci and Ce are the initial and
equilibrium metal concentrations
(mg L–1), respectively; V is the
solution volume (L); and m is the mass of an adsorbent
(g). The selectivity coefficient (β) was introduced to evaluate
the adsorbent’s selectivity for Pd(II) toward a competing metal
ion[26,27]where KPd and Kcompetitive metal are the distribution
coefficients (L g–1) of Pd and a competitive metal,
respectively.
Box–Behnken Design
In Box–Behnken
design,
the dosage of ECH used in the first and second steps of cross-linking
and the pH of the imprinting reaction were selected as independent
variables. The real values of three factors coded as −1, 0,
and +1 were set at low, center, and high levels, respectively (Table ). The selectivity
coefficient value of Pd versus Pt (βPd/Pt) was chosen
as the dependent variable. Therefore, the input factors were ECH concentrations
used in the first (X1) and second (X3) cross-linking and imprinting pH (X2) values. The three-factorial Box–Behnken
design was performed with 17 runs with 5 center points (Table ).
Table 1
Experimental
Ranges and Levels of
the ECH Dosages of the First (X1) and
Second Cross-Linking (X3) and Imprinting
pH (X2)
range and level
independent
variables
low (−1)
center (0)
high (+1)
first cross-linking ECH, % (X1)
0.10
0.55
1.00
imprinting pH (X2)
1.0
1.7
2.4
second
cross-linking ECH, % (X3)
0.10
0.55
1.00
Table 2
Box–Behnken
Design Matrix with
Three Independent Variables for the Experimental and Predicted Pd
Selectivity Coefficient Values
independent
variables
dependent variable
coded
values
real values
selectivity coefficient
run
X1
X2
X3
ECH (%)
pH
ECH (%)
βexp
βpred
1
–1
–1
0
0.10
1.0
0.55
100.98 ± 0.70
98.74
2
+1
–1
0
1.00
1.0
0.55
18.04 ± 1.21
18.97
3
–1
+1
0
0.10
2.4
0.55
67.71 ± 0.17
66.78
4
+1
+1
0
1.00
2.4
0.55
19.45 ± 0.94
21.69
5
–1
0
–1
0.10
1.7
0.10
62.42 ± 2.03
64.51
6
+1
0
–1
1.00
1.7
0.10
19.09 ± 0.06
18.00
7
–1
0
+1
0.10
1.7
1.00
90.12 ± 2.36
91.21
8
+1
0
+1
1.00
1.7
1.00
14.96 ± 1.83
12.87
9
0
–1
–1
0.55
1.0
0.10
31.63 ± 2.35
31.78
10
0
+1
–1
0.55
2.4
0.10
26.23 ± 0.15
25.07
11
0
–1
+1
0.55
1.0
1.00
49.32± 1.20
50.48
12
0
+1
+1
0.55
2.4
1.00
28.10 ± 0.71
27.95
13
0
0
0
0.55
1.7
0.55
28.12 ± 0.41
27.06
14
0
0
0
0.55
1.7
0.55
24.72 ± 1.85
27.06
15
0
0
0
0.55
1.7
0.55
27.23 ± 0.56
27.06
16
0
0
0
0.55
1.7
0.55
26.91 ± 0.42
27.06
17
0
0
0
0.55
1.7
0.55
28.31 ± 2.10
27.06
Instruments
Fourier transform infrared (FTIR) spectroscopy
(FT/IR-300E, JASCO, Japan) and X-ray photoelectron spectroscopy (XPS;
JSM-6400, JEOL, Japan) were performed to verify the species of Pd(II)
loaded on the chitosanadsorbent and the functional groups responsible
for Pd(II) imprinting. The metal concentrations were determined by
ICP-OES (ICAP-7500, Shimadzu, Japan).
Results and Discussion
Box–Behnken
Statistical Analysis
Based on the
Box–Behnken design matrix in Table , Design Expert (v8.0; Stat-Ease, Inc.) suggested
that a quadratic model is most suitable for fitting experimental results
(Table S1). As shown in the analysis of
variance (ANOVA) table (Table ), these very low “Prob > F”
values (less than 0.05) for the “Model” and the model
terms of X1, X2, X3, X1X2, X1X3, X2X3, X12, and X22 indicated that the model and these
model terms were significant. Meanwhile, the insignificance for “Lack
of fit” with a high value of “Prob > F” (0.4132)” implied that the model was fit. Thereafter,
the final equations in terms of actual factors (first cross-linking:
FC; imprinting pH: IpH; and second cross-linking: SC) and coded factors
(X1, X2, and X3) can be represented as the following:
Table 3
ANOVA for the Quadratic Modela
source
sum of squares
df
mean square
F-value
prob > F
model
10753.51
9
1194.83
247.10
<0.0001
significant
X1-first cross-linking
7793.14
1
7793.14
1611.66
<0.0001
X2-imprinting pH
427.49
1
427.49
88.41
<0.0001
X3-second cross-linking
232.52
1
232.52
48.09
0.0002
X1X2
300.68
1
300.68
62.18
<0.0001
X1X3
253.29
1
253.29
52.38
0.0002
X2X3
62.57
1
62.57
12.94
0.0088
X12
1465.65
1
1465.65
303.10
<0.0001
X22
143.10
1
143.10
29.59
0.0010
X32
3.66
1
3.66
0.76
0.4132
residual
33.85
7
4.84
lack of fit
25.64
3
8.55
4.16
0.1010
not significant
pure error
8.21
4
2.05
Cor
total
10,787.35
16
R2 =
0.996, pred. R2 = 0.961, adj. R2 = 0.993.
R2 =
0.996, pred. R2 = 0.961, adj. R2 = 0.993.The regression coefficient (R2) of
the model was 0.996 (Table ), revealing that eqs and 4 are able to represent the system
under the chosen experimental ranges. Moreover, the actual and predicted
Pd(II) values of selectivity coefficient are listed in Table and Figure . The actual selectivities (βexp) were the experimental data obtained under designated conditions,
and the predicted selectivities (βpred) were determined
using eq . As listed
in Table , the “predicted R2” of 0.961 was consistent with the “adjusted R2” of 0.993, indicating the successful
description of the actual Pd selectivity coefficient values by eq .
Figure 1
Plot of actual and predicted
selectivity coefficient values.
Plot of actual and predicted
selectivity coefficient values.The three-dimensional (3-D) response surface plots for the selectivity
coefficient as a measured response were obtained based on eq (Figure ). Figure a showed the 3-D response surface relationship between
first cross-linking ECH and imprinting pH on the selectivity coefficient
at the high level of the second cross-linking ECH (1.00%). The selectivity
increased as the first cross-linking ECH dosage and the imprinting
pH decreased. The 3-D response surface relationship between first
cross-linking ECH and second cross-linking ECH on the selectivity
coefficient at the low level of the imprinting pH (1.0) is shown in Figure b. The trend for
first cross-linking ECH was the same as that in Figure a. The selectivity increased as the second
cross-linking ECH dosage increased. Figure c displays a 3-D response surface between
imprinting pH and second cross-linking ECH on the selectivity coefficient
at the low level of the first cross-linking ECH (0.10%). The trends
for imprinting pH and second cross-linking ECH were identical to those
in Figure a,b, respectively.
Figure 2
Response
surface plots illustrating (a) effects of first cross-linking
ECH (X1) and imprinting pH (X2) on the selectivity coefficient at the high level of
the second cross-linking ECH (X3), (b)
effects of first cross-linking ECH (X1) and second cross-linking ECH (X3) on
the selectivity coefficient at the low level of the imprinting pH
(X2), and (c) effects of imprinting pH
(X2) and second cross-linking ECH (X3) on the selectivity coefficient at the low
level of the first cross-linking ECH (X1).
Response
surface plots illustrating (a) effects of first cross-linking
ECH (X1) and imprinting pH (X2) on the selectivity coefficient at the high level of
the second cross-linking ECH (X3), (b)
effects of first cross-linking ECH (X1) and second cross-linking ECH (X3) on
the selectivity coefficient at the low level of the imprinting pH
(X2), and (c) effects of imprinting pH
(X2) and second cross-linking ECH (X3) on the selectivity coefficient at the low
level of the first cross-linking ECH (X1).The first cross-linking was conducted
to impart a degree of chemical
stability on the chitosan fibers before imprinting to prevent their
dissolution in the extremely acidic Pd(II) imprinting solution. However,
excessive cross-linking would impede reassembly of the template ions
and functional groups on chitosan, leading to the ICA having lower
selectivity for the target Pd(II) ions. Thus, the selectivity coefficient
markedly increased as the dosage of ECH in the first cross-linking
decreased (as seen in Figure a,b). In contrast, a sufficiently high degree of cross-linking
(second cross-linking) after imprinting would fix the chemical structure
formed by imprinting, which is primarily responsible for the recognition/selectivity
for the target ions of ICA. Thus, when the dosage of ECH in the second
cross-linking increased, the selectivity increased (as seen in Figure b,c)Additionally,
the reason that a lower imprinting pH resulted in
a higher Pd(II) selectivity is because the presence of Pd(II) species
depends significantly on the solution pH, and during imprinting, the
functional groups on chitosan showed the highest affinity for PdCl42–. The simulated fraction of Pd(II) species
in solution was obtained by the Medusa program (Royal Institute of
Technology, Sweden). As shown in Figures and S1, all Pd(II)
existed as PdCl42– in solution at pH
1.0, and 63.0% of Pd(II) existed as PdCl42– in solution at pH 1.7; meanwhile, in a pH 2.4 solution, 38.0% of
PdCl42– coexisted with PdCl3– (7.5%), PdCl2 (7.5%), and PdO (47.0%).
Hence, the Pd(II) solution at pH 1.0 supplied a greater quantity of
PdCl42– for imprinting. Additionally,
the Pd(II) species loaded in/on chitosan fibers and the functional
groups were investigated by XPS analysis after imprinting. The XPS
analysis for Pd 3d, Cl 2p, and N 1s of chitosan fibers imprinted at
pH 1.0, 1.7, and 2.4, respectively, was performed (Figure ). The Pd 3d peaks with binding
energies at 338.2 and at 336.4 eV could be assigned to PdCl42– for imprinting at pH 1.0 and 1.7 and PdO for
imprinting at pH 2.4, respectively.[28−32] The Cl 2p spectra of chitosan imprinted at pH 1.0
and 1.7 consist of doublets at 198.5 eV (Cl 2p3/2) and
200.1 eV (Cl 2p1/2), which could be assigned to Cl in the
complex of PdCl42– (Pd–Cl).[32−34] However, a new doublet at 197.6 and 199.1 eV, assigned to Cl–, was observed for the spectrum of chitosan imprinted
at pH 2.4. The N 1s peaks with the binding energies at 402.1, 400.6,
and 398.8 eV could be assigned to Pd-loaded −NH3+, −NH3+, and −NH2 amine groups, respectively.[32,35−37] The XPS results confirmed that in solution at pH 1.0, amine groups
bound with PdCl42– for imprinting, as
shown in eq and Figure S2, where “C” denotes the
chitosan backbone
Figure 3
Fractions
of Pd species in 1200 mg L–1 Pd(II)
solutions: PdCl2 was dissolved in diluted hydrochloric
acid at pH 1.0, 1.7, and 2.4.
Figure 4
XPS Pd
3d, Cl 2p, and N 1s spectra of chitosan fibers imprinted
at pH 1.0, 1.7, and 2.4, respectively.
Fractions
of Pd species in 1200 mg L–1 Pd(II)
solutions: PdCl2 was dissolved in diluted hydrochloric
acid at pH 1.0, 1.7, and 2.4.XPS Pd
3d, Cl 2p, and N 1s spectra of chitosan fibers imprinted
at pH 1.0, 1.7, and 2.4, respectively.When conducting the Pd imprinting at pH 2.4, only PdO could be
found in the chitosan fibers. Therefore, the binding between PdCl42– and protonated amine groups in/on chitosan
made the greatest contribution to Pd(II) imprinting.Notably,
a higher pH facilitates cross-linking of chitosan with
ECH (Figure S3);[38] however, it could also affect the imprinted Pd species as previously
proved. Thus, three samples of Pd-imprinted chitosan fibers were prepared
by adjusting the pH of the second cross-linking solution to 7.5, 12.5,
and 14.5, and the species of the imprinted Pd(II) retained on/in chitosan
after the second cross-linking were investigated by XPS analysis.
As shown in Figure S4, the imprinted Pd(II)
on/in chitosan maintained its species as PdCl42– in solutions with the pH at 7.5 and 12.5, while no peaks were observed
at pH 14.5. This indicated that a solution pH of 7.5–12.5 of
the second cross-linking was suitable for ICA preparation. Hence,
pH 12.5 was chosen as the preferred second cross-linking pH to ensure
good stability of the final adsorbent.Furthermore, a multiple
response method was employed to optimize
the independent variables (ECH dosages used in first and second cross-linking,
the imprinting pH value) and the response variable [Pd(II) selectivity]
through Design Expert. The best local maximum was observed at 0.10%
first cross-linking ECH, an imprinting pH of 1.0, and 1.00% second
cross-linking ECH, corresponding to a Pd(II) selectivity coefficient
of 116.97 with a desirability of 0.971, which demonstrated that the
experimental model and desired conditions have been successfully represented
by the estimated function.
Characterization of the Ion-Imprinted Chitosan
Adsorbent
To gain insight into the functional groups responsible
for Pd(II)
imprinting, FTIR spectra of NICA (Figure a) and chitosan fibers after imprinting (Figure b) after second cross-linking
(Figure c) and well-prepared
ICA (Figure d) were
analyzed. As shown in Figure a, the strong band at ∼3361 cm–1 showing
overlapping of −NH2 and −OH stretching vibrations
could be assigned to the free amine and hydroxyl groups;[34,39] meanwhile, the bands at 1061 and 1026 cm–1 could
be assigned to the C–N stretching vibration in amine groups.[40,41] However, as seen in Figure b, the band assigned to −NH2 and −OH
vibrations (∼3361 cm–1) shifted to 3285 cm–1, and the peaks attributed to the C–N vibration
at 1061 and 1026 cm–1 overlapped into the peak at
1026 cm–1, verifying that amine groups participated
in Pd(II) imprinting. Additionally, the peak attributed to C–N
vibrations maintained its position at 1026 cm–1 even
after Pd(II) imprinting and second cross-linking (Figure c), indicating that the amine
groups were maintained after imprinting with Pd(II) ions and cross-linking
with ECH. The FTIR spectrum of the prepared ICA after Pd(II) elution
with acidified thiourea is shown in Figure d, with the amine groups still unaffected,
indicating that the imprinted Pd(II) ions were safely and fully eluted
by the acidified thiourea solution without affecting the structure
of the prepared ICA. Overall, the FTIR analysis verified that the
amine groups in chitosan fibers were responsible for selectively adsorbing
Pd(II).
Figure 5
FTIR spectra of (a) NICA, (b) chitosan fibers after imprinting
at pH 1.0, (c) chitosan fibers after second cross-linking (final pH
7.5), and (d) prepared ICA.
FTIR spectra of (a) NICA, (b) chitosan fibers after imprinting
at pH 1.0, (c) chitosan fibers after second cross-linking (final pH
7.5), and (d) prepared ICA.
Selective Adsorption Studies
The selective adsorption
performance of the ICA synthesized under the optimal conditions as
well as NICA, two industrial-grade strong-base anion-exchange resins
with the quaternary ammonium group (IR-900 and IR-4200), and a strong-acid
cation-exchange resin with the sulfonic group (IR-120H) were evaluated
and compared through competitive adsorption experiments in multiple-metal
solutions. As shown in Figure , the Pd(II) uptake was as high as 150.30 ± 0.03 mg g–1; meanwhile, the Pt(IV) uptake was negligible (3.00
± 2.07 mg g–1) in the case of ICA. The other
competing ions like Co(II) and Ni(II) were, however, not adsorbed
by ICA. This indicates that ICA was a highly selective adsorbent toward
Pd(II) ions in the midst of the competing ions. By comparison, the
adsorption capacity of ICA for Pt(IV) was markedly lower than those
for IR-900, IR-4200, and NICA. It could thus be noted that although
Pt(IV) ions (PtCl62–) are the main competing
metallic ions whose species are similar to the Pd(II) ions (PdCl42–) in the acidic solution, the adsorption
was inhibited due to the fixed cavities created for Pd(II) by the
imprinting and cross-linking steps. The uptakes of Co(II) and Ni(II)
cations (Co2+ and Ni2+) on all adsorbents were
negligible, with the exception of IR-120H, the reason being the inherently
strongly acidic IR-120H cation-exchange resin. The Pd(II) selectivity
coefficients (βPd/Co, βPd/Ni, and
βPd/Pt) toward Co(II), Ni(II), and Pt(IV) ions are
shown in Table . The
βPd/Pt values of IR-120H, IR-900, IR-4200, and NICA
were less than one-tenth that of ICA, indicating the remarkable selectivity
of ICA for Pd(II) compared with these industrial-grade resins and
the chitosanadsorbent without imprinting. Consequently, a markedly
higher βPd/Pt of 115.83 was obtained for the ICA,
which is close to the predicted Pd(II) selectivity (116.97), indicating
that the Box–Behnken design using the desirability functions
could be used to develop a high-selective-performance adsorbent. Furthermore,
the selectivity coefficients for Pd(II) (βPd/Pt)
and Pd(II) uptakes of ICA prepared under optimal conditions were compared
among various adsorbents (Figure ), including our previous work of an ion-imprinted
adsorbent without using RSM for optimizing the preparation conditions,
metal–organic frameworks, biosorbents, etc. This indicated
the extraordinary Pd(II) selectivity and uptake of ICA among the reported
selective adsorbents.
Figure 6
Metal uptakes on the adsorbents (IR-120H, IR-900, IR-4200,
NICA,
and ICA) in a multiple-metal solution containing Co(II), Ni(II), Pt(IV),
and Pd(II).
Table 4
Selectivity Coefficients of IR-120H,
IR-900, IR-4200, NICA, and ICA for Pd(II)
adsorbents
IR-120H
IR-900
IR-4200
NICA
ICA
βPd/Co & βPd/Ni
NA
∞
∞
∞
∞
βPd/Pt
NA
0.34 ± 0.01
0.17 ± 0.04
9.06 ± 0.71
115.83 ± 0.02
Figure 7
Comparison of the Pt(VI) and Pd(II) uptakes
and selectivity for
Pd on ICA and NICA with various adsorbents: IR-4200, IR-900, UiO-66,[42] MIL-101(Cr)-NO2 (MIL-NO),[43] UiO-66-NHCOCH3 (UiO-66c),[42]Escherichia coli biomass (E-coli),[44] Pd(II)-imprinted porous polymer particles (PIPP),[45] MIL-101(Cr)-NH2 (MIL-NH),[43] non-imprinted chitosan fibers (NIFs),[16] algal-based beads (Algal-B),[46] UiO-66-NH2 (UiO-66b),[42] alginate,[46] and ion-imprinted chitosan
fibers (IIFs).[16]
Metal uptakes on the adsorbents (IR-120H, IR-900, IR-4200,
NICA,
and ICA) in a multiple-metal solution containing Co(II), Ni(II), Pt(IV),
and Pd(II).Comparison of the Pt(VI) and Pd(II) uptakes
and selectivity for
Pd on ICA and NICA with various adsorbents: IR-4200, IR-900, UiO-66,[42] MIL-101(Cr)-NO2 (MIL-NO),[43] UiO-66-NHCOCH3 (UiO-66c),[42]Escherichia coli biomass (E-coli),[44] Pd(II)-imprinted porous polymer particles (PIPP),[45] MIL-101(Cr)-NH2 (MIL-NH),[43] non-imprinted chitosan fibers (NIFs),[16] algal-based beads (Algal-B),[46] UiO-66-NH2 (UiO-66b),[42] alginate,[46] and ion-imprinted chitosan
fibers (IIFs).[16]
Regeneration of Pd(II)-Loaded ICA
After adsorption
of Pd(II) onto 0.04 g of ICA in 100 mL containing 200 mg L–1, the Pd(II)-loaded ICA was regenerated by desorption using 40 mL
of acidic thiourea solution (0.2 M thiourea/0.05 M HCl) and then rinsed
twice with 40 mL of NaOH solution (0.1 M) and distilled water. The
regenerated ICA was reused in the subsequent adsorption cycles. As
shown in Figure S5, the loaded Pd(II) was
completely eluted from ICA, and the stable adsorption performance
of the ICA was maintained up to five cycles of adsorption and desorption,
indicating the excellent reusability and stability of ICA.
Conclusions
The highly acid-tolerant Pd(II)-selective adsorbent was developed,
and its preparation method was successfully optimized by the Box–Behnken
design. The dosage of ECH used in two steps of cross-linking and the
pH of the imprinting reaction medium, which were the dominance for
synthesizing an ion-imprinting chitosanadsorbent, were chosen as
factors in a three-level factorial Box–Behnken design. RSM
successfully verified the effect of these dominant factors on the
adsorbent’s selectivity. The optimal conditions were determined
as 0.10% first cross-linking ECH, an imprinting pH of 1.0, and 1.00%
second cross-linking ECH on the basis of 2.0 g of formed chitosan
fibers with a predicted maximum selectivity coefficient (βPd/Pt) of 116.97. Hereafter, these optimal conditions were
employed to prepare the ion-imprinted chitosanadsorbent, and the
Pd(II) selectivity coefficient of ICA (βPd/Pt: 115.83)
was evaluated and compared with that of the chitosanadsorbent without
imprinting and other various adsorbents, indicating the extraordinary
Pd(II) selectivity on ICA among the reported selective adsorbents.