Liyan
Moralez
,
Pedro
Nakasu
* and
Jason
Hallett
*
Dept. of Chemical Engineering, Imperial College London, South Kensington, SW7-2AZ, London, UK. E-mail: pedronakasu@gmail.com; j.hallett@imperial.ac.uk
First published on 4th March 2025
This study explores the use of squid pen protein to enhance the chemical stability and heavy metal ion (Cu2+ and Zn2+) affinity of β-chitosan. Hydrogel beads with enhanced porosity and scalability were prepared using 1-butyl-3-methylimidazolium acetate, ([BMIM][OAc]), which simultaneously functionalized β-chitosan by decreasing its crystallinity and enhancing binding site access, as indicated by Fourier transform infrared (FT-IR) spectroscopy, which revealed intensification of functional group expression. Notably, this functionalization compensated for the effects of glutaraldehyde crosslinking. However, initial experiments noted a reduction in adsorption capacity as the squid pen protein content increased, with Cu2+ and Zn2+ adsorption being particularly inhibited at lower pH levels due to protonation. Subsequent batch adsorption studies identified optimal conditions for Cu2+ and Zn2+ uptake, with 24-hours being adequate to appraoch equilibrium, and revealed that adsorption followed pseudo-second-order kinetics, indicative of chemisorption. Furthermore, analysis of adsorption kinetics by intraparticle diffusion revealed that mass transfer was rate-limiting, with Cu2+ and Zn2+ transport being a multi-step process involving successive and slower phases controlled by external diffusion, intraparticle diffusion and equilibrium, respectively. Lastly, equilibrium studies revealed that the adsorption of Cu2+ and Zn2+ corresponded with the Langmuir model, suggesting monolayer coverage with maximum adsorption capacities of 67.4 mg g−1 for Cu2+ and 24.1 mg g−1 for Zn2+. Overall, the potential of squid pen protein as an economical filler for β-chitosan-based adsorbents was validated alongside the efficiency of using [BMIM][OAc] for the non-toxic functionalization of β-chitosan. Support of green chemistry principles was evidenced by a high atom economy and low environmental impact, indicating a sustainable method for preparing effective biosorbents.
Adsorption is a promising strategy for the cost-effective and energy-efficient treatment of dilute effluents, particularly given the diversity of surface functional groups available on different adsorbents, which allows for treatment of a diverse range of effluents, including heavy metal ions.4 Additionally, minimum waste is produced due to regeneration and recycling of adsorbent. However, conventional carbon- and mineral-based adsorbents are limited by complex synthesis methods and susceptibility to severe loss of efficiency after only a few regeneration cycles, respectively.5 Moreover, traditional powdered adsorbents are infeasible for commercial adoption due to the economic and time constraints of post-treatment separation and recovery, which typically involve precipitation, centrifugation and filtration.6
The poor economic robustness of traditional adsorbents has invigorated interest in cost-effective alternatives, particularly biosorbents. Among biosorbents, biochar has gained significant attention due to its cost-effective synthesis from a wide range of waste biomass residues.7,8 Biochar's prevalence is further supported by high surface area, microporosity and stability. However, the application of biochar in the removal of heavy metal ions from wastewater has been limited by relatively low removal efficiencies.7,9 As a result, ongoing efforts are focused on surface modification of biochar through functionalization, chemical grafting and impregnation.10 However, secondary pollution from these modifications significantly hinders biochar's application in heavy metal ion removal.7,9
In contrast, chitosan, the N-deacetylated derivative of chitin, is promising due to its biodegradability, biocompatibility, cost-effectiveness and high capacity for heavy metal ion uptake.3,11 Specifically, β-chitosan, the morphological variant possessing parallel arrangement of adjacent polymer chains, has garnered significant attention.12 This is due to the more simple extraction of β-chitin from squid waste compared to that of α-chitin from crustaceans. Extraction of β-chitin is less resource-intensive due to squid pens being almost entirely β-chitin and proteins at 49.0% and 46.23%, respectively.13 Moreover, β-chitin is more soluble and reactive than α-chitin, resulting in more efficient deacetylation.12 However, the progression of chitosan towards utilization in commercial applications has been hindered by low mechanical strength, substantial cost, limited access to binding sites and inadequate chemical stability in acidic media.14
The preparation of spherical hydrogel beads from chitosan is a common modification for increasing porosity, surface area and access to internal binding sites.14,15 Spherical beads also address the operational limitations associated with powdered or non-structured adsorbents.16 Notably, their hydrodynamic behaviour and regular packing enable efficient scale-up under low-pressure conditions in continuous-flow fixed-bed column configurations. In comparison, emerging technologies such as magnetic nanoparticles (MNPs) and two-dimensional material-based (2DM-based) adsorbents, with superior specific surface area, require significant optimisation before scale-up, making them less suitable for immediate practical application.6,17,18 In the case of MNPs, their magnetic nature facilitates recovery from solution but their small size requires fluidized bed or in-series stirred tank configurations.17 Moreover, aggregation remains a major challenge during recovery using high-gradient magnetic separators. Meanwhile, for 2DM-based adsorbents there exists a need for microstructure design and optimisation.6
Chemical crosslinking is the primary strategy for enhancing the stability of chitosan in acidic media. Polymeric networks, with enhanced acidic resistance, are prepared by exploiting the ability of bifunctional crosslinkers to covalently bridge chitosan chains at amine or hydroxyl sites.12 The preservation of hydrogel structure in acidic media allows for regeneration. However, most crosslinkers are toxic and impart impaired mass transfer as well as brittleness.14 The affinity of crosslinkers towards amine groups is an additional challenge, resulting in reduced negative surface charge and adsorption capacity. Currently the most reliable and utilized crosslinker is glutaraldehyde, which targets amine sites by imine (Schiff) bond formation.12
Ionic liquids (ILs) are compounds, comprised of anions and cations, with melting points not exceeding 100 °C. IL treatment or solubilization is a novel strategy for functionalizing chitosan. This method functions by reducing the crystallinity of chitosan through the rearrangement of chitosan's linear chains.15,19 The disruption of inter- and intra-molecular bonds in the amorphous and crystalline regions of chitosan occurs due to the anions of ILs possessing high hydrogen bond accepting abilities, which effectively enable the formation of hydrogen bonds with amine and hydroxyl groups.20 The merit of IL solubilization as a novel synthesis strategy is supported by the limited uptake of metal ions by chitosan's crystalline planes, with chelation occurring exclusively on the amorphous regions.21
IL treatment is operationally simple. It resembles the phase separation method for bead preparation using dilute organic acids. The key difference is regeneration in ethanol or water via an antisolvent mechanism rather than neutralization in alkaline media.19,22 This is advantageous as it enables solvent recycling. IL systems also benefit from good thermal stability, low vapour pressure and cosolvent compatibility.20
1-Butyl-3-methylimidazolium acetate ([BMIM][OAc]) is the IL reported to have the highest solvating ability for chitosan with a maximum loading capacity of 8.40% at 100 °C.20 Moreover, the FT-IR spectrum of chitosan regenerated from [BMIM][OAc] is not indicative of side reactions or the production of ammonium salts, with the primary structure remaining unaltered. However, [BMIM][OAc] is very viscous with dimethyl sulfoxide commonly used as a cosolvent to facilitate extrusion.22 Lastly, like other ILs, [BMIM][OAc] has been reported in previous work to impart poor mechanical properties on regenerated chitosan beads.23
Interpenetrative blending facilitates augmenting chitosan's mechanical strength beyond recasting and has been coupled with IL solubilization to compensate for enhanced brittleness. Interpenetrated polymer networks (IPNs) are comprised of two or more polymers, which have undergone molecular interlacing through diffusion prior to being chemically crosslinked.24 IPN formulations are noteworthy for their idiosyncratic properties, which can be tuned by altering the co-polymer dosage. In this regard, hybrid chitosan-based IPNs with enhanced chemical stability, mechanical properties and adsorption capacities have been reported.12 The influence of co-polymers on adsorption arises from their contribution to functional group diversity and density, with lower pKa values conferring higher negative surface charge.12 Polysaccharides and proteins are promising blend polymers due to their hydroxyl, sulfhydryl, amine and carboxyl content.
Squid pen (SP) protein, extracted from β-chitin, is postulated to have a high diversity and density of functional groups. The mechanical strength of squid pens, the corresponding biomass, provides motivation for suitability as a co-polymer on the basis that β-chitosan and SP protein hybrid materials can be reverse-engineered to have similar properties. Furthermore, SP protein is an underutilized byproduct of β-chitosan production. As such, its inclusion affords a valuable opportunity to optimize the β-chitosan value chain and reduce the cost of a hybrid biosorbent. Partially substituting β-chitosan with SP protein, a starting material, also reduces the environmental footprint of a hybrid biosorbent since chitin deacetylation occurs at 100–160 °C over several hours and requires 40–50% sodium hydroxide.12
This study focused on synthesizing highly functionalized and physically enhanced hybrid biosorbents from β-chitosan and SP protein for removing Cu2+ and Zn2+ from heavily contaminated industrial wastewater. To the best of our knowledge, similar IPN formulations have not been reported for adsorption or any other capacity. Recasting from [BMIM][OAc] was employed to facilitate co-polymer interlacing, confer physical modification into spherical beads, enable non-toxic functionalization and promote green chemistry through solvent recycling. The hybrid biosorbent beads were characterized using optical microscopy and Fourier transform infrared (FT-IR) spectroscopy to assess their structural properties and identify functional groups. Lastly, batch adsorption studies were performed in successive stages to assess the contribution of SP protein content and optimize Cu2+ and Zn2+ removal by investigating the effects of solution pH, agitation period and initial solution concentration.
A batch-equivalent of casting solution was prepared from a solvent system comprised of 12 g [BMIM][OAc] and 12 g DMSO, to which β-chitosan and SP protein were added for a total solid loading of 0.6 g (5% IL mass). The proportion of the co-polymers was dependent on the bead type as previously described. The dissolution of the dispersed polymers was achieved through continuous stirring at 400 rpm and 100 °C for 20 hours. Each batch of casting solution was manually extruded into 250 mL of absolute ethanol using an 18-g needle (ID 0.838 mm) paired alongside a 3 mL syringe. During extrusion, the casting solutions were maintained at 100 °C to reduce viscosity and the 18-g needle was replaced upon clogging. The regenerated hydrogel beads were left to cure for 20 hours in absolute ethanol under gentle stirring at 100 rpm. The cured beads were removed from the ethanol-IL mixture by filtration through a Büchner funnel. The filtrate was discarded. However, the [BMIM][OAc]:
DMSO = 1
:
1 solvent system was recoverable by rotary evaporation. The recovered beads were washed 3 times. This entailed adding the beads to 250 mL of DI water and stirring at 100 rpm for an hour prior to filtration. The washed beads were transferred to 100 mL of 0.25% glutaraldehyde solution and crosslinked for 20 hours under gentle stirring at 100 rpm. A recovery and washing scheme similar to the one detailed after curing was observed. The crosslinked beads were then immersed in liquid nitrogen and freeze dried for 48 hours using a Freezone 6 Litre Benchtop Freeze Dryer.
The metal ion concentration, Ct, in the treated wastewater samples was determined twice by inductively coupled plasma mass spectroscopy on an Agilent 7900 ICP-MS (Agilent). A dilution matrix comprised of 1% HCl and 2% HNO3 was utilized alongside commercial calibration standards. The removal efficiency, Re, of heavy metal ions was calculated according to the following equation:
![]() | (1) |
The amount of heavy metal ions adsorbed per dry mass of biosorbent or adsorption capacity, qt, in mg g−1 was calculated according to the following equation:
![]() | (2) |
To conduct the initial pH studies, a slightly modified protocol proposed by Sutirman et al. was used for the experiments.28 For each batch study, 0.025 g of each bead type were hydrated for 24 hours in 20 mL of DI water. The hydrated beads were filtered to remove excess water prior to being transferred into 12 mL of 100 ppm Cu2+ or Zn2+ solutions at the various integer pH values within the ranges. An initial pH method was used with the pH value of the solutions not being adjusted during the adsorption period. For consistency, the initial adjustments to the pH value were done on 100 mL aliquots of 100 ppm Cu2+ or Zn2+ solution from the same stock solution. Solutions of 0.1 M NaOH and 0.1 M HCl were used to perform the initial adjustments. The immersed beads were agitated/treated at 800 rpm for an hour. The treated wastewater solutions were centrifuged at 4000 rpm for 3 minutes, with acceleration and braking levels set at 9. The supernatants were filtered through a 0.2 μm filter for analysis.
For each study, 0.025 g of CH-SQ-25 beads were hydrated for 24 hours in 20 mL of DI water. The hydrated beads were then filtered to remove excess water and transferred to 12 mL of Cu2+ or Zn2+ solution at the various concentrations and optimum pH value (Cu2+ pH 5, Zn2+ pH 6). The beads were agitated/treated at 900 rpm for 24 hours. The slightly more intense agitation speed helped prevent settling during the longer period. After 24 hours, the treated wastewater solutions were centrifuged at 4000 rpm for 3 minutes, with acceleration and braking levels set at 9. The supernatant was filtered through a 0.2 μm filter for analysis.
![]() | ||
Fig. 1 Average size measurements and optical microscopy at 4× magnification of (A) CH beads, (B) CH-SQ-25 beads and (C) CH-SQ-50 beads. |
The non-uniformity and brittleness of CH-SQ-25 and CH-SQ-50 beads may indicate inadequate interlacing of SP protein and β-chitosan functional groups. However, methodological factors must also be taken into account, especially since the physical modification process successfully conferred porosity to all bead types. Importantly, the sphericity and batch uniformity of CH beads highlights the potential for optimizing CH-SQ-25 and CH-SQ-50 recasting, as maintaining constant total solid loading overlooked β-chitosan's larger molecular weight compared to SP protein resulting in significant variation in casting solution viscosity. This is supported by previous studies by Wittmar et al., which explored the influence of casting solution viscosity on the porosity, surface area and shape of β-chitosan-based beads regenerated from ILs.22 In practice, extrusion from an 18-g needle may have been adequate for the highly viscous casting solution of CH beads but unsuitable for the significantly less viscous casting solutions of CH-SQ-25 and CH-SQ-50 beads.
Other opportunities for optimization were also identified. The brittleness of the CH beads suggests contributions from crosslinking and IL treatment, with the severity of either step influencing the final properties. In fact, the effect of crosslinking was evident in earlier experiments, with the glutaraldehyde concentration maintained relatively low (0.25%) as a deterrent. Regarding IL treatment with [BMIM][OAc], similar observations have been reported by Sun et al. for chitosan regeneration from [BMIM][Cl].19
![]() | ||
Fig. 2 FT-IR spectra of unmodified β-chitosan, CH beads (100% β-chitosan) regenerated from [BMIM][OAc] and SP protein. |
The spectra of β-chitosan and CH beads were compared to assess the effectiveness of IL treatment in [BMIM][OAc] as a functionalization strategy (Fig. 2). Both spectra exhibited the same bands, with negligible shifting. Notably, the bands at 3291 and 1029 cm−1 were considerably more intense for CH beads. This corresponded with the enhanced inter- and intramolecular interactions from the rearrangement of β-chitosan's crystalline planes by the acetate anions.48 Additionally, the characteristic bands related to ammonium did not decrease in intensity as expected after crosslinking. For reference, decreases in band intensity at 3291, 1655, 1419, 1314 and 1151 cm−1 have previously been reported from glutaraldehyde crosslinking.28,47 The only indication of crosslinking was the disappearance of the band at 1589 cm−1 related to N–H bending of NH2 groups. Lastly, a band indicative of aliphatic C–H stretching vibrations of methyl groups on the [BMIM] cation appeared at 2922 cm−1 on the CH beads’ spectrum serving as the only evidence of IL treatment and suggesting inefficient curing or washing stages.53
Fig. 3(A) illustrates the spectra for the various beads types. Close similarity between the spectra was noted. Notably, no contribution from SP protein was discerned on the spectra for CH-SQ-25 and CH-SQ-50 beads. Additionally, the intensity of the bands at 3291, 2867, 1419, 1370, 1314 and 1029 cm−1 decreased as the SP protein content increased, indicating that the SP protein did not enhance the functional group density on the biosorbents, with β-chitosan being the primary contributor.
The 1700–1450 cm−1 spectral range offered insight into the absence of discernible bands related to SP protein on the FT-IR spectra for CH-SQ-25 and CH-SQ-50 beads. From Fig. 3(B), it was observed that amide I vibrations were shared by SP protein and CH beads (regenerated β-chitosan) at 1655 and 1648 cm−1, respectively. It is probable that hydrogen bonding among the polymers resulted in the bands for CH beads and SP protein shifting slightly and merging at 1653 cm−1 on the spectra of CH-SQ-25 and CH-SQ-50 beads. As for the amide II band present at 1514 cm−1 on the spectrum for SP protein, the absence from the spectra of CH-SQ-25 and CH-SQ-50 beads has been attributed to glutaraldehyde crosslinking.
The efficiency of Cu2+ removal from a 100-ppm solution by the different beads types was recorded for different pH values after an hour of treatment (Fig. 4(A)). All bead types exhibited a similar pH dependence, with Cu2+ uptake increasing sharply over the pH range of 2–3, after which improvements became gradual. Importantly, statistical differences were not noted at higher pH levels (4–5). An optimum pH value of 5 was noted.
![]() | ||
Fig. 4 The effect of solution pH on the removal efficiencies achieved by CH, CH-SQ-25, and CH-SQ-50 beads from 100 ppm heavy metal ion solutions: (A) Cu2+ and (B) Zn2+. |
The removal of Zn2+ by the beads was investigated under identical conditions (Fig. 4(B)). All bead types showcased a similar pH dependence with uptake being relatively low within the pH range of 3–4 before sharply increasing in the range of 4–5. For higher pH values (5–6), the removal efficiency of Zn2+ only slightly increased. The results suggested an optimum pH of 6.
The reduced removal efficiencies of Cu2+ and Zn2+ at lower pH values suggests that the adsorption of heavy metal ions was regulated by the surface charge of the beads, particularly from the protonation of non-crosslinked amine groups.15 Protonation entails electrostatic repulsion of heavy metal cations and unfavourable adsorption due to competitive occupation of active sites by protons.15,46 The opposite effect at high pH values is responsible for more favourable adsorption. This was not observed experimentally possibly due to reduced sensitivity at higher pH levels. However, it must be noted that the heavy metal ion solutions were unbuffered. Moreover, no adjustments were performed during the agitation period.
Under identical conditions, all bead types exhibited a lower affinity for Zn2+. Previous studies have reported similar results for Zn2+ and Cu2+ for both single-ion and competitive batch adsorption studies.54 The consensus is that the adsorption of bivalent heavy metal ions onto chitosan is governed by the Irving–William series, which describes the stability of bivalent transition metal complexes, with Cu2+ being the most stable.55
Regarding bead type, higher SP protein content negatively affected the removal efficiencies of Zn2+ (Fig. 4(B)). For Cu2+, CH beads had a greater affinity. However, the difference in uptake by CH-SQ-25 and CH-SQ-50 beads was small (Fig. 4(A)). The lack of a similar trend for Zn2+ may be attributed to a lower affinity for chelation with chitosan. In general, the results suggested that SP protein was not suitable as a functional agent for heavy metal ion adsorption. This finding was consistent with the FT-IR spectra for CH-SQ-25 and CH-SQ-50 beads, which showed a decrease in functionalization at higher SP protein content. The mean zeta potentials, under neutral condition, for SP Protein and β-chitosan of 26.6 mV and 11.6 mV, respectively, offered a supplementary explanation with higher cationic surface charge on SP protein being supportive of greater resistance for the adsorption of Cu2+ and Zn2+. Notably, inherently higher cationic surface charge of SP protein may enhance interactions with heavy metal ions that exist as anionic coordination compounds (e.g. HCrO4− and PdCl42−), which did not form part of the study.6
Lastly, desorption studies were not performed. However, CH and CH-SQ-25 beads maintained their physical form after agitation and recovery. This demonstrated great potential, except for slight vulnerability to acidic conditions, as observed with partial dissolution at pH 2 for the Cu2+ studies. For CH-SQ-50 beads, breakage was observed, but the extent was difficult to assess due to non-uniform bead geometry, as previously discussed. Despite this, breakage was deemed minimal, with the release of bead fragments not being problematic, as both co-polymers are biodegradable. Overall, the findings do not discredit SP protein as a filler co-polymer, since it is directly derived from the same biomass as β-chitosan. Moreover, the observed breakage could be addressed by optimising the recasting process to improve uniformity and mechanical integrity, as previously discussed, with this study serving as a proof of concept.
Fig. 5(A) illustrates the time-course adsorption of Cu2+ by CH-SQ-25 beads from a 100-ppm solution. Equilibrium was gradually approached over the 24-hour treatment period at an adsorption capacity of 40.1 mg g−1. Notably, adsorption was initially rapid as evidenced by the adsorption capacity after 3 hours being 32.8 mg g−1 or 83% of the equilibrium value.
The kinetics for Zn2+ removal were also studied (Fig. 5(B)). The equilibrium adsorption capacity was 8.3 mg g−1 after 24 hours of treatment. Remarkably, this was almost achieved after only 6 hours, at a corresponding adsorption capacity of 8.1 mg g−1. The remainder of the initial treatment period was equally rapid with 6.3 mg g−1, or 76% of the equilibrium value having been adsorbed after 3 hours. Notably, the time-course removal efficiency after 1 hour was 9% as opposed to 25% from the pH studies, which suggests batch variation in the synthesis of the same bead type or scale-up limitations. The discrepancy was not noted for Cu2+, which may indicate that the lower affinity for Zn2+ may have been a factor.
![]() | ||
Fig. 5 Reaction kinetic models in terms of adsorption capacity and removal efficiencies for the adsorption by CH-SQ-25 beads from 100 ppm heavy metal ion solution: (A) Cu2+ and (B) Zn2+. |
The parameters for the PFO and PSO models are given on Table 1. For Cu2+, the PSO model demonstrated a superior fit with a correlation coefficient, R2, of 0.9466, compared to 0.7358 for the PFO model. Additionally, the estimate for equilibrium capacity from the PSO model was in reasonable agreement with the experimental value, whereas the value predicted using the PFO model deviated considerably (>10%). In the case of Zn2+, the predicted equilibrium capacities from both models were relatively consistent with the experimental value. Overall, both models provided a good fit, with the PSO model having a slightly better correlation coefficient of 0.9733, compared to 0.9371 for the PFO model. However, the PSO model was more successful in capturing the equilibrium region, making it a more suitable description of the adsorption process. Plotting the PFO and PSO models with the obtained parameters (Fig. 5) visualized the more precise fit provided by the latter model over the entire time domain for both heavy metal ions. Therefore, the PSO model was accepted to describe the adsorption of both Cu2+ and Zn2+. This suggested that the adsorption mechanism involved chemisorption or complexation based on the exchange or sharing of electrons between the heavy metal ions and the adsorbent functional groups.15,28
Kinetic model | Parameter | Heavy metal ion | ||
---|---|---|---|---|
Cu2+ | Zn2+ | |||
a For a solution concentration of 100 ppm. b Only parameters & correlation coefficients mentioned within the main text are displayed. The complete set of parameters are available as ESI. c R 2 was not calculated, as only two data points were fitted. However, it is assumed to be high due to the dataset representing the saturation/equilibrium region. | ||||
Adsorption reactiona | Experimental | q e (mg g−1) | 40.1 | 8.3 |
PFOb | q e (mg g−1) | 35.9 | 7.9 | |
R 2 | 0.7358 | 0.9371 | ||
PSOb | q e (mg g−1) | 39.0 | 8.8 | |
R 2 | 0.9466 | 0.9733 | ||
Intraparticle diffusiona | Region 1 (30–90 min) | C 1 (mg g−1) | 15.2 | −0.5 |
K IPD1 (mg g−1 min−1/2) | 1.53 | 0.65 | ||
R 2 | 0.9941 | 0.9886 | ||
Region 2 (90–360 min) | C 2 (mg g−1) | 23.2 | 3.2 | |
K IPD2 (mg g−1 min−1/2) | 0.70 | 0.25 | ||
R 2 | 0.9800 | 0.9640 | ||
Region 3 (360–1440 min) | C 3 (mg g−1) | 32.3 | 7.9 | |
K IPD3 (mg g−1 min−1/2) | 0.21 | 0.01 | ||
R
2![]() |
— | — |
Regarding IPD, three independent regions were observed across restricted time domains for the adsorption of both Cu2+ and Zn2+ (Fig. 6). The distinct regions were identified as 30–90 min, 90–360 min, and 360–1440 min. Additionally, as seen on Table 1 the fitted IPD models exhibited non-zero intercepts, C1–3, for both metal species. Therefore, it was deduced that IPD is not the sole rate controlling process but instead three distinct phenomena control the rate of Cu2+ and Zn2+ adsorption, with one being rate limiting in any particular region. Nonetheless, a good fit for all regions confirmed that IPD contributed to the adsorption process. This type of multi-step process is consistent with those reported in previous work on porous adsorbents.50,56–58 The initial region has been postulated to account for film (external) diffusion, describing the transport of Cu2+ and Zn2+ from the bulk liquid phase to the surface of the CH-SQ-25 beads.56–59 This process was noted to be the fastest, as indicated by larger IPD rate constants, KIPD. The second region reflects the influence of pore (intraparticle) diffusion, during which Cu2+ and Zn2+ uptake experiences increased resistance from the porous structure of the CH-SQ-25 beads, as indicated by lower rate constants.56–59 Lastly, the third portion corresponds to an equilibrium stage, where IPD diffusion decelerates under the influence of low heavy metal ion concentration and possibly a transition to diffusion into micropores.50,56,57,59 Considering the outlined multi-step process, mass transport likely depends on the concentration, size, bulk diffusion coefficient and biosorbent affinity of the heavy metal ion under consideration, as well as the pore-size distribution of the CH-SQ-25 beads.56,59,60 Notably, the effect of heavy metal ion choice was clearly elucidated by the negative intercept for the initial region of Zn2+ adsorption, compared to the large positive intercept for Cu2+. Similar phenomena have been reported in previous studies.59,61 These were attributed to the combined effects of film diffusion and surface reaction control, indicating that chemisorption, which is usually faster than mass transfer, has a significant role in the rate-limiting step in the initial region of Zn2+ adsorption. This is consistent with the aforementioned lower affinity for Zn2+ compared to Cu2+.
The equilibrium isotherm for Cu2+ adsorption by CH-SQ-25 beads was obtained for the concentration range of 50–250 ppm (Fig. 7(A)). The onset of active site saturation was observed. However, complete saturation was not achieved. Additionally, the correlation coefficients for the Langmuir and Freundlich isotherms were 0.9679 and 0.9769, respectively, indicating good accordance with the experimental data (Table 2).
![]() | ||
Fig. 7 Equilibrium isotherms for 24-hour treatment by CH-SQ-25 beads of heavy metal ion solutions: (A) Cu2+ and (B) Zn2+. |
Equilibrium isotherms | Parameter | Heavy metal ion | |
---|---|---|---|
Cu2+ | Zn2+ | ||
a Only parameters & correlation coefficients mentioned within the main text are displayed. The complete set of parameters are available as ESI. b R L_U is the upper-limit Langmuir equilibrium parameter at 50 ppm. c R L_L is the lower-limit Langmuir equilibrium parameter at 250 ppm. | |||
Langmuira | q m (mg g−1) | 67.4 | 24.1 |
R 2 | 0.9679 | 0.9994 | |
K L (L mg−1) | 0.0970 | 0.0046 | |
R L_U | 0.171 | 0.813 | |
R L_L | 0.040 | 0.465 | |
Freundlicha | R 2 | 0.9769 | 0.9959 |
The effect of initial solution concentration on Zn2+ uptake by CH-SQ-25 beads was investigated under identical conditions (Fig. 7(B)). Notably, a high degree of linearity suggested that the concentration range was insufficient to promote the saturation of active sites. As with Cu2+ adsorption, both the Langmuir and Freundlich isotherms demonstrated good accordance with the experimental data, as indicated by correlation coefficients of 0.9994 and 0.9959, respectively (Table 2).
The high correlation coefficients for both the Langmuir and Freundlich isotherms, in the case of both heavy metal ions, can be attributed to neither species achieving full saturation of the CH-SQ-25 beads, as explained qualitatively in the preceding paragraphs. This indicates that the concentration range was too narrow, covering only the phase corresponding to relatively low heavy metal ion concentrations, where both models accurately account for partial adsorbent coverage and occupation of available sites. The findings may also be explained by Henry's law not being satisfied over the low concentration range, which results in the collapse of the Freundlich isotherm.50 Intuitively, this suggest that adsorption was limited to monolayer coverage since the concentration range was inadequately low to support multilayer coverage. Thus, the Langmuir isotherm was selected as the more appropriate model, suggesting that Cu2+ and Zn2+ adsorption by CH-SQ-25 beads occurs via monolayer coverage of homogeneous active sites, with negligible interactions among the adsorbed heavy metal ions.15,28 The decisions is further supported by the prevalence of the Langmuir isotherm in literature to describe the uptake of Cu2+ and Zn2+ by chitosan-based biosorbents beads.15,22,46,54,62–65 Importantly, while the adoption of the Freundlich isotherm has been limited, several of these studies have also reported high correlation coefficients for the model, with some of the results being subject to similar criticism due to the use of inadequately narrow concentration ranges.22,47,54,66
Based on the Langmuir isotherm, the CH-SQ-25 beads had a maximum adsorption capacity of 67.4 and 24.1 mg g−1 for Cu2+ and Zn2+, respectively (Table 2). These values confirmed that the concentration range was inadequately low since the studies only achieved adsorption capacities of 65.5 and 12.1 mg g−1 for Cu2+ and Zn2+, respectively. In fact, only 50% of the maximum adsorption capacity for Zn2+ was achieved. To experimentally validate the maximum adsorption capacities for both Cu2+ and Zn2+, higher concentrations should be studied to achieve near complete saturation of active sites and full monolayer coverage.
The lower affinity of CH-SQ-25 beads for Zn2+ was supported by a lower maximum adsorption capacity compared to the value for Cu2+. This observation was consistent with previous studies. The Langmuir constant, KL, provided additional evidence of the lower affinity for Zn2+ (Table 2). In this regard, the much large KL value for Cu2+ (0.0970 L mg−1), compared to the value for Zn2+ (0.0046 L mg−1), indicated a much stronger binding affinity. Further elucidation of the lower affinity of CH-SQ-25 beads for Zn2+ was provided by the Langmuir equilibrium parameters, RL, for which lower values within the range of 0–1 indicate more favourable adsorption. In this regard, the RL values for Zn2+ exceeded 0.4 over the entire initial concentration range while those for Cu2+ were consistently lower than 0.2. Regardless, the adsorption of both heavy metal ions was favourable. Notably, the lower affinity for Zn2+ has previously been attributed to the higher stability of Cu2+ complexes on the William–Irving series.
Lastly, CH-SQ-25 beads exhibited competitive performance compared to other chitosan-based beads reported in literature (Table 3). Appreciable improvements for the adsorption of Zn2+ and Cu2+ compared to other crosslinked hydrogel beads were reported. Only conventional grafting yielded chitosan-based biosorbents possessing maximum adsorption capacities that surpassed those of CH-SQ-25 beads. This finding highlighted the effectiveness of IL treatment using [BMIM][OAc] as a highly convenient functionalization method, which can compensate for losses in adsorption capacity from crosslinking without requiring the complexity associated with conventional grafting.
Modification type | Specific preparation method | Sol. pH | Conc. range (ppm) | Equilibrium time (h) | Adsorbent mass (g) | Sol. volume (mL) | Max. adsorption capacity (mg g−1) | Authors | |
---|---|---|---|---|---|---|---|---|---|
Cu2+ | Zn2+ | ||||||||
a Experimental conditions and parameters used exclusively for Cu2+ studies. b Experimental conditions and parameters used exclusively for Zn2+ studies. | |||||||||
Crosslinking | Sodium tripolyphosphate | 4.5 | 20–300 | 1.66 | 0.20 | 50 | 26.06 | — | Wan Ngah & Fatinathan50 |
Crosslinking | Glutaraldehyde | 6.0 | 0–14 | 1.00 | 0.01 | 100 | 59.67 | — | Wan Ngah et al.65 |
Epichlorohydrin | 6.0 | 0–14 | 1.00 | 0.01 | 100 | 62.47 | — | ||
Ethylene glycol diglycidyl ether | 6.0 | 0–14 | 1.50 | 0.01 | 100 | 45.62 | — | ||
Crosslinking | Epichlorohydrin | 6.0 | 0–15 | 4.00 | 0.01 | 100 | 35.46 | 10.21 | Chen et al.64 |
IL treatment, IPN | Chitosan–cellulose (1![]() ![]() |
— | 32–2500 | 24.00 | 0.25 | 10 | 36.03 | 3.45 | Matsumoto et al.54 |
IL treatment, IPN | Chitosan–cellulose (1![]() ![]() |
5.8 | — | 10 | 0.1 | 50 | 26.46 | 19.81 | Sun. et al.19 |
IL treatment, IPN | Chitosan–cellulose (1![]() ![]() |
— | 50–250 | 48.00 | 0.5 | 20 | 26.70 | — | Wittmar et al.22 |
IL treatment, IPN | Chitosan–cellulose (1![]() ![]() |
— | 50–250 | 48.00 | 0.5 | 20 | 15.80 | — | |
Grafting | Polyaniline | 5.0 | 40–400 | 2.50 | 0.45 | 100 | 83.3 | — | Igberase et al.15 |
Grafting | Enediaminetetraacetic acid | — | 10–200 | 24.00 | 0.01 | 10 | 31.64 | 24.27 | Karimi et al.62 |
Crosslinking, grafting | Epichlorohydrin, 4-aminobenzoic acid | 5.0a | 40–160 | 1.00 | 0.008 | 100 | 140.5 | 130.6 | Igberase et al.63 |
7.0b | |||||||||
Crosslinking, grafting | Epichlorohydrin, 8-hydroxyquinoline | 5.0 | 80–1000a | 24.00 | 0.10 | 10 | 52.9 | 8.203 | Barros et al.66 |
10–200b | |||||||||
Crosslinking, grafting | Glutaraldehyde, methacrylamide | 5.0 | 200–600 | 5.00 | 0.10 | 20 | 140.9 | — | Sutirman et al.46 |
IL treatment, IPN, crosslinking | CH-SQ-25 beads | 5.0a | 50–250 | 24.00 | 0.025 | 12 | 67.4 | 24.1 | This Study |
6.0b |
Atom economy considered crosslinking with glutaraldehyde by imine bond formation, involving condensation reactions. A conservative value of 91.61% was obtained assuming complete saturation of amine sites. However, this scenario was unlikely due to the participation of free amine sites in the adsorption of heavy metal ions. The actual atom economy has been projected between 91.61–100%.
The E-factor considered the recyclability of [BMIM][OAc], DMSO and absolute ethanol, as well as the full recovery of β-chitosan in the CH beads. Losses solely considered the spent glutaraldehyde solution. An optimal estimate of 0.105 was noted for the retention of glutaraldehyde corresponding to complete saturation of amine sites. However, acknowledging the non-crosslinked amine sites, a conservative estimate was obtained under the assumption of no crosslinking and the loss of all glutaraldehyde solution. The actual E-factor has been projected between 0.105–0.441.
The preparation of chitosan-based beads by IL treatment in [BMIM][OAc] exhibited excellent atom economy and low E-factor. Furthermore, using SP protein as a co-polymer affords additional merit by decreasing the environmental footprint and overall cost of the biosorbents, given that β-chitosan is much more costly due to the resource intensiveness of its synthesis.
Physical characterisation uncovered increased brittleness at higher SP protein content in CH-SQ-25 and CH-SQ-50 beads. Additionally, observable brittleness of CH beads suggested that IL treatment with [BMIM][OAc] and glutaraldehyde crosslinking also contributed to fragility, highlighting the need for optimizing the preparation process. In this context, the extrusion stage was identified as particularly significant, as the current methodology may have been better suited for hydrogel beads with lower SP protein content and more viscous casting solutions. Notably, all bead types exhibited fibrous and porous structures. However, additional studies employing BET analysis and scanning electron microscopy (SEM) are recommended for examining the effect of SP protein content on the internal polymer network, specific surface area, pore-size distribution and surface morphology.
FT-IR analysis revealed that IL regeneration enhances the functional group availability on chitosan. However, SP protein was noted to diminish β-chitosan's characteristic bands. Given a relationship between FT-IR intensity and co-polymer dosage, X-ray photoelectron spectroscopy (XPS) may be used for the analysis of specific functional groups, such as N-containing groups. Alternatively, titration may be adopted for quantitative analysis of active functional groups.
Adsorption studies highlighted less efficient heavy metal ion removal at lower pH levels, with adsorption being optimal at pH 5 and 6 for Cu2+ and Zn2+, respectively. Concerning SP protein, it was observed that higher contents corresponded to a decrease in the removal efficiency of Cu2+ and Zn2+. Additionally, reaction kinetic studies with CH-SQ-25 beads showed rapid adsorption of Cu2+ and Zn2+, following pseudo-second-order kinetics, which is indicative of chemisorption. Regarding mass transfer, a multi-step process was observed, with the transport of Cu2+ and Zn2+ to the adsorbent sites being successively controlled by external diffusion, intraparticle diffusion and equilibrium over distinct time periods. Lastly, equilibrium studies based on the Langmuir isotherm indicated that CH-SQ-25 beads have higher maximum adsorption capacities for Cu2+ and Zn2+ than similar hydrogel beads reported in literature. Notably, investigations should be conducted with competitive multi-metal solutions and samples of industrial effluents, to assess the performance and selectivity of the CH-SQ-25 beads under more representative conditions. Desorption studies, conducted over several adsorption cycles, are also important for verifying the reusability of the CH-SQ-25 beads and examining potential efficiency loss. Lastly, further studies on multifarious heavy metal solutions should consider anionic coordination compounds, to elucidate the influence of the higher cationic surface charge of SP protein.
The inclusion of SP protein did not improve the heavy metal adsorption capability of β-chitosan. However, its inclusion as a cost-reducing filler may be suggested considering the chemical stability, rapid adsorption kinetics, high adsorption capacity and improved sustainability of the synthesized biosorbent beads. Moreover, optimization of the preparation process holds vast potential for enhancing the mechanical integrity and uniformity of hybrid β-chitosan-SP protein biosorbent beads. Beyond this, the proof of concept for IL treatment in preparing highly porous and functionalized β-chitosan-based materials can be extended to other co-polymer blends, which may demonstrate additional merit for large-scale wastewater treatment.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4sm01300j |
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