Dini Marlinaa,
Yannic Müllersbc,
Ulrich Glebebc and
Michael U. Kumke*a
aUniversity of Potsdam, Institute of Chemistry, Optical Sensing and Spectroscopy, Karl-Liebknecht-Str. 24–25, 14476 Potsdam-Golm, Germany. E-mail: kumke@uni-potsdam.de
bUniversity of Potsdam, Institute of Chemistry, Polymer Materials and Polymer Technologies, Karl-Liebknecht-Str. 24–25, 14476 Potsdam-Golm, Germany
cFraunhofer Institute for Applied Polymer Research IAP, Geiselbergstr. 69, 14476 Potsdam-Golm, Germany
First published on 29th April 2024
The emergence of biological ligand as an alternative to chemical ligands enables a sustainable lanthanide extraction route. In this study, a peptide originating from the loop of domain 4 calmodulin (EF4) was synthesized and the interaction with europium ions was monitored using time resolved laser fluorescence spectroscopy (TRLFS). Despite being retracted from its full protein structure, the twelve amino acids of calmodulin-EF4 showed binding to europium. Europium-peptide complex formation was evident by an increase in decay time from 110 to 187 μs. The spectra of europium bound to peptide can be easily distinguished from the free europium ion as the 5D0 → 7F2 peak intensifies. When europium bound to the peptide–polymer conjugate, the decay time was further increased to 259 μs. This suggests that lanthanide binding can be enhanced by immobilizing the short peptide into a polymer matrix. The europium-peptide/conjugate bond was reversible, triggered by pH, promoting peptide reusability. Due to the fact that the study was conducted exclusively in water, it suggests minimal use of chemicals is possible while maintaining peptide affinity. This makes the calmodulin-EF4 peptide an ideal candidate as biological ligand. This study lays the groundwork for developing a peptide-based filter material for lanthanide separation.
According to a review conducted by McNulty et al.,1 the recoveries of lanthanides from their primary source are limited by current technology and plant practice to 50–80%.1 The increasing demand has caused the need to extract lanthanides from secondary sources such as acid mine drainage (AMD), coal and coal by-product, iron ore and apatite.7 Common complexing agents for lanthanides are, citrate, α-hydroxy-butyrate, or ethylenediaminetetraacetic acid (EDTA)8 In case of EDTA, it lacks in selectivity as it can bind divalent ions (Mg2+, Cu2+, Fe2+, Mn2+, Ni2+, and Zn2+).9 An alternative approach to overcome the lack of selectivity is to utilize specialized biological ligands.10,11 This way, the separation process can be trimmed reducing chemical as well as energy consumption being less harmful to the environment.
Biological ligands can be derived from proteins found in nature.12–14 Particular amino acid sequences located in calmodulin (CaM), a calcium ion (Ca2+) sensor protein, were found to form strong complexes with lanthanides. CaM is composed of 148 amino acids and binds Ca2+ in a putative helix-loop-helix domain known as the EF-Hand.15 The interactions of lanthanide ions with CaM have been known for decades. Due to the similar ionic radii, Ln3+ can replace Ca2+ and due to their unique optical properties (e.g., Eu3+) can serve as a spectroscopic probe in CaM structure determination studies.12,15–19 Using the full protein as a potential ligand in a technical process might be difficult for various reasons. On the other side using a shorter amino acid sequence, which is directly involved in the metal binding is more favourable. CaM has four EF-Hands, labelled as EF1, EF2, EF3, and EF4, each consisting of 12 amino acids. The amino acid sequences of EF1–EF4 are almost identical, only differing in certain positions. The amino acid sequences of the EF-Hand motif are intriguing as a starting point in the course of finding efficient and selective novel ligands for lanthanide complexation.
Many metal binding affinity evaluations were carried out using the full CaM structure.12,15–19 CaM has a cooperative effect increasing the affinity for further Ln3+ ions after binding the first Ln3+ ion. Until now, most of the experiments have been carried out in a buffer solution, which is unlikely to be encountered in technical applications, e.g., extraction of lanthanides from AMD. Some buffers (MOPS, MES, HEPES, and PIPES) at high concentration (>10 mM) were also found to interact with Eu3+ changing the speciation and because of the very similar chemical properties this can also be expected for the lanthanides in general.20 Consequently, buffers should be used with care to provide unbiased results that represent purely peptide–lanthanide interactions, which would be relevant in a remediation process for lanthanides from secondary sources.
When envisioning an effective and sustainable lanthanide separation system, the peptide should be functionalized or immobilized onto a solid support to enable an easy recovering and reuse of the peptide. Polymers are often used as solid support for the immobilization of biomolecules. In the search for a biomimetic peptide–polymer conjugate, a first but important step is to manage the coupling between both without eliminating the binding capabilities, but instead improving them due to a synergistic effect. This synergy is highly wanted since it is known from previous studies that short peptides lack the advantage of a pre-structuring due to the backbone in the full protein and subsequently show a low(er) binding affinity.
In this study as a first step to a biomimetic peptide-polymer-toolbox, we synthesized EF4 CaM peptide and its conjugate with the polymer poly(dimethyl acrylamide) (pDMA). Solid-phase peptide synthesis (SPPS) was exploited, being automatized, and enabling high purity and large scale especially for peptides with less than 50 amino acids.21 We investigated a model peptide for lanthanide binding based on the EF4 CaM, having the sequence DIDGDGQVNYEE. While still being immobilized on the resin for SPPS, a chain-transfer agent (CTA) for reversible addition–fragmentation chain-transfer (RAFT) polymerization was conjugated to the N-terminus of the peptide. After cleavage from the resin, pDMA was grown in a grafting-from approach.
The complexation of Eu3+ with peptide or peptide-polymer conjugate was investigated under mild acidic conditions (pH 5), without any buffer solutions, to simulate real-life wastewater conditions frequently found for mining drainage. It is advantageous to use pH 5 to avoid the formation of europium carbonates or hydroxides complexes since these complexes start to form at pH 7 and higher.22 Moreover, aspartic and glutamic acid, which are potential binding sites of peptides, are already deprotonated at this pH (with pKa values of 3.9 and 4.2, respectively) and are subsequently fully available for cation binding.23 Complexation was monitored using time resolved laser fluorescence spectroscopy (TRLFS) and the luminescence spectra were deconvoluted using parallel factor analysis (PARAFAC) to identify the chemical species. The reversibility of binding between an Eu3+ ion and peptide was tested by lowering the solution pH and was monitored qualitatively using luminescence spectroscopy.
Before luminescence measurement, the solution was mixed using a shaker (Vortex Genie 2, Scientific Industries) for at least 10 s. The measurements were carried out at room temperature. Eu3+ was excited at λex = 394 nm with a pulsed Nd:YAG laser (Quanta Ray, Spectra Physics, with repetition rate 20 Hz or 10 Hz). The luminescence was monitored at 570 nm < λem < 720 nm. The detector used was an iCCD camera coupled to a spectrograph (iStar DH734-18H-13, Andor technology coupled to Shamrock 303i-A, SR0275, Andor technology for the 20 Hz laser or iStar sCMOS, Andor technology coupled to Kymera328i, Andor technology for the 10 Hz laser). In both detection systems a grating with 300 lines per mm with λblaze = 760 nm (20 Hz laser) or 500 nm (10 Hz laser) was used.
The boxcar technique was used to measure time resolved emission spectra and subsequently to obtain the emission kinetics. The slit size, gate width, initial delay time, and gate delay step were adjusted according to the laser used (Table S1†). The luminescence spectra were corrected for the spectral sensitivity of the grating and of the iCCD camera, respectively.
In the luminescence measurements the data were collected for the spectral range between 570 nm < λem < 720 nm, covering the transitions up to 5D0 → 7F4. Using the species-selective emission spectra obtained from the PARAFAC analysis the luminescence quantum efficiencies of the different species were calculated based on the Judd–Ofelt theory using an in-lab written routine for MATLAB 2022b. The quantum efficiencies (ϕ) of the different Eu3+ species in the solutions were used to determine the concentrations and subsequently the dissociation constant (KD) values. The relative concentration of each species (Ci) was calculated from its luminescence intensity (Ii) and the quantum yield (ϕi) according to the eqn (1):25
(1) |
To connect the photophysical data in a more intuitive way to the Eu3+-complexes, the fluorescence decay time was used. The estimation of the number of water molecules (n) in the first coordination sphere of Eu3+ was calculated based on eqn (2):15
(2) |
After cleavage from the resin and precipitation in cold diethylether, ESI mass spectrometry confirmed the expected masses (Fig. S1†). HPLC analysis demonstrated a sufficient purity of the peptide (Fig. S2†). As shown in Fig. S3,† the conjugation of BTMP to the peptide resulted in a mixture of unmodified peptide and CTA-peptide. This was probably caused by a non-quantitative coupling reaction due to high steric hindrance of the carboxylic acid group of BTMP through both alpha-methyl groups. The purity of the conjugate was determined to be 52% and was calculated by the ratio of absorbance at 220 nm of modified and unmodified peptide. Since EF4G does not interfere in the polymerization reaction, the CTA-peptide was used for polymerization without further purification. Such a grafting-from approach is advantageous regarding ease of purification and ensures that nearly all polymers carry a peptide end group.27 DMA was polymerized with a targeted degree of polymerization of 160. Monomer conversion was 96% as determined by NMR spectroscopy of the crude polymer mixture. GPC analysis of pDMA-EF4G (Fig. S4†) showed a well-controlled reaction with a product dispersity Ð of 1.3. The number weighted molar mass Mn was determined to 17.6 kDa which fits well with the theoretical mass of 17.2 kDa calculated through monomer conversion. 1H-NMR spectroscopy of both peptide and peptide-polymer conjugate (Fig. S5†) show the characteristic proton signals of the amide backbone as well as asparagine and glutamine sidechains in the low field of the spectrum. This indicates the successful implementation of EF4G into the polymer.
In Fig. 2 the alterations of the Eu3+ luminescence spectrum upon addition of EF4G or pDMA-EF4G are shown. In the absence of EF4G (or pDMA-EF4G), at pH 5 Eu3+ exists as an aquo ion characterized by the dominance of the 5D0 → 7F1 transition peak. Because in the aquo ion the coordination sphere of the Eu3+ ion with 8 to 9 water molecules is highly symmetric, the 5D0 → 7F0 transition is strictly forbidden and not seen in the emission spectrum at RT.28 Meanwhile, for the Eu3+ peptide complexes (EF4G as well as pDMA-EF4G), the spectral intensity distribution of the Eu3+ emission is distinctly changed. In contrast to the aquo ion now the luminescence spectra are dominated by the 5D0 → 7F2 transition peak (λem = 616 nm). This transition is often indicated as “hypersensitive”, which means that its intensity is strongly influenced by the local symmetry of the Eu3+ ion and the nature of the ligand. In combination with the 5D0 → 7F1 transition (magnetic transition, which is not affected by the ligand field and therefore useful as internal standard), the intensity ratio of (5D0 → 7F2/5D0 → 7F1) peaks (asymmetry ratio) is often used as an indicator of alterations in the Eu3+ coordination site.29 It is worth mentioning that asymmetry ratios can already be extracted from the raw data without advanced data treatments to visualize the progress of the complexation upon addition of peptide (inset Fig. 2a and b). The asymmetry ratio of the respective complex can be extracted from the species-selective spectra obtained from PARAFAC analysis (vide infra, Table 1).
Eu3+ aquo ion | Eu3+-EF4 (ref.) | Eu3+-EF4G | Eu3+-pDMA-EF4G | |
---|---|---|---|---|
a Data averaged from three experiments.b Standard deviation of Kd was estimated to be 50% from the stated value. | ||||
5D0 → 7F0 peak position (nm) | — | 579.37 | 579.15 | 579.9 |
Asymmetry ratio | 0.8 | 3.5 | 3.7 | 4.9 |
Decay time (τ) in μs | 110 ± 10a | 163 ± 1 | 187 ± 1 | 259 ± 2 |
Number of water molecules (n) | 9 ± 0.5 | 6 ± 0.5 | 5 ± 0.5 | 3.5 ± 0.5 |
Quantum yield (φ) in % | 1 ± 0.2 | 3.2 ± 0.2 | 3.8 ± 0.2 | 7.1 ± 0.2 |
JO parameter | ||||
(Ω2) (10−20 cm2) | 1.3 | 6.2 | 6.7 | 9.0 |
(Ω4) (10−20 cm2) | 2.7 | 2.8 | 2.6 | 4.4 |
Dissociation constant (KD) in μMb | — | 8.9 | 8.0 | 0.4 |
Another direct indication for the complexation of Eu3+ by the peptides is the appearance of the 5D0 → 7F0 peak (see Table 1 for λem). For the Eu3+ complex with EF4G the 5D0 → 7F0 peak was more prominent meanwhile for the pDMA-EF4G conjugate the 5D0 → 7F0 peak was weaker and monitoring the complexation based on this particular parameter would be challenging.
In addition, also the 5D0 → 7F4 spectral distribution and relative intensity was slightly changing upon complexation with EF4G or pDMA-EF4G (see Fig. 2). In general, the intensity of this band is weaker than the other luminescence peaks in the Eu3+ luminescence spectra.29
Based on the raw luminescence data presented in Fig. 2, it can already be concluded that EF4G as well as pDMA-EF4G are complexing Eu3+ in an aqueous solution at pH 5, which is lower than the physiological pH under which peptides or the full calmodulin normally would be tested.12,16 Moreover, based solely on the alteration of the spectral intensity distribution (asymmetry ratio, intensity of luminescence peaks), which was found to be similar but not identical for both ligands (EF4G vs. its polymer conjugate). From the distinct differences an influence of the polymer on the overall binding is indicated.
As a comparison, we also tested the affinity of a commercially obtained EF4 (“only” 12 amino acids) and compared to our EF4G (13 amino acids) we found identical binding characteristics. This shows that the additional glycine added to the EF4 sequence does not influence the peptide binding (see Table 1 and Fig. S6†). Additionally, the potential contribution to Eu3+ binding from the polymer itself was checked by adding free polymer (pDMA) only. Here, no alteration in the spectral intensity distribution of the Eu3+ luminescence was found indicating that, in absence of peptide, the polymer does not complex the Eu3+ ion (see Fig. S7†).
Although the increased binding by EF4G (or pDMA-EF4G) can be qualitatively shown by the dependence of the asymmetry ratio and partly, by the intensity increase of the 5D0 → 7F0 transition, the determination of the dissociation constant (KD) values to quantify the binding based on the raw data is not straightforward since either the luminescence signal is a sum of contributions from the aquo ion and the Eu3+ bound to the peptide (e.g., affects the absolute value of the asymmetry ratio) or the overall intensity of the 5D0 → 7F0 transition is small and therefore not very precise. In order to determine the KD, the concentrations of aquo ion as well as of the peptide complex needs to be known at each step of the titration. Therefore, the raw data have to be deconvoluted into the species related fractions. This was carried out applying a PARAFAC analysis in combination with Judd–Ofelt theory to the experimental TRLFS data (vide infra), because for a quantitative analysis of the luminescence data the luminescence quantum yields of the species is needed.
For the investigated molar ratios between Eu3+ and the ligands no indication of a further species was found and therefore the two species were attributed to the Eu3+ aquo ion and the 1:1 Eu3+-EF4G complex (or the Eu3+-pDMA-EF4G complex). The obtained species-selective luminescence spectra, the respective luminescence decay kinetics (and luminescence decay times) as well as the relative fractions of the species at different molar ratios of Eu3+ and ligand are shown in Fig. 3.
Fig. 3 PARAFAC deconvolution of TRLFS of Eu3+ complexation with EF4G and pDMA-EF4G. From top to bottom: spectrum of each species, decay time, and species distribution. |
The decay time (τ) of Eu3+ aquo ion is found to match with literature data.15,22 A τ of 110 ± 10 μs was determined for the aquo ion for all ligand systems (including controls) and based on eqn (2) this corresponds to 8–9 water molecules in the first coordination sphere. The decay time of Eu3+ bound to EF4G is determined to τ = 187 ± 1 μs, which corresponds to an average of 5 ± 0.5 water molecules. This decay time is distinctly shorter in comparison with EF4 in an intact calmodulin (τ = 405 ± 2.0 μs) which indicates that the binding situation using a short peptide is very different due to the missing pre-structuring and additional binding by the protein's backbone.15 In a short water-soluble peptide, the interactions between hydrophobic side chain and hydrophilic backbone segments are interspersed, precluding the formation of specific intramolecular hydrophobic clusters. In consequence, the short linear peptides would adopt random structures in water solution.37 This behaviour is confirmed by a report on isolated EF3 calmodulin that was found to be in a random configuration.19 As EF3 and EF4 calmodulin sequences differ only slightly, we assume that this random structure applies to isolated EF4 calmodulin as well.
Considering the larger average number of water molecules in the first coordination sphere (5 for EF4G vs. 2 for the full protein, calculated from the luminescence decay time using eqn (2)), a multi-dentate binding can be ruled out (indication of only two water molecules being removed from first coordination sphere of aquo ion), which means the peptide seems to bind only via bidentate motif.
The conjugation with the polymer pDMA increased the decay time of the Eu3+-complex to τ = 259 μs corresponding to an average of 3–4 water molecules in the first coordination. This implicates that more binding sites from the pDMA-EF4G are attached to the Eu3+ ion. The attachment of the peptide to polymer enhances the rearrangement of the binding sites, improving the folding structure of the peptide. A similar effect was observed in the complexation of europium with 33-mer peptides that bind to DNA. There is a decrease in the number of water molecules in the first coordination sphere of europium, which results in a longer decay time.38
The complexes Eu3+-EF4G and Eu3+-pDMA-EF4G have asymmetry ratios of 3.7 and 4.9, respectively. According to literature data, this finding is consistent with the ratio of Eu3+ bound to sites 2–4 in calmodulin, which has a ratio of 4.15 From the fact that the observed asymmetry ratios are all very similar for the different complexes, it is shown that this parameter is more sensitive to the overall symmetry instead of the nature of the ligands. Here, at least in an aqueous milieu the luminescence decay time is the stronger indicator.
Conjugation of the peptide to the polymer pDMA has a synergistic effect on the Eu3+ binding as can be evidenced from TRLFS-PARAFAC analysis. The increased decay time (compared to EF4G) of the Eu3+-conjugate complex is caused by the exclusion of more water from the Eu3+ first coordination sphere. It is attractive to assume that the polymer improves the binding of Eu3+ by pre-structuring the peptide sequence (like the contribution of the backbone in the full protein) making a multidentate binding more favourable even for such a small molecule. In order to be used in the recycling process of lanthanide ions, in addition to high affinity and high selectivity, the reversibility of the binding process to the peptide material is of high importance. Hence, a key requirement for the envisioned biomimetic lanthanide binding polymer–peptide conjugates has to be the reversibility of Ln binding to such ligands. For the pDMA-EF4G conjugate the release of Eu3+ was easily achieved by changing the pH of the solution. This feature is very promising for the future development of bio-based resins for lanthanide extraction.
Future research will focus on varying amino acid sequence of the peptide, the polymer type and length to optimize the binding with respect to strength but also for selectivity towards different lanthanides ions. Especially stimuli-responsive polymers seem to be very attractive to tailor the properties for ion binding and release. Through the use of thermoresponsive polymers such as poly(N-isopropylacrylamide), a thermal release of ions could be envisioned.
With the successful synthesis of the pDMA-EF4G conjugate a blueprint for a novel class of peptide-based filter materials for lanthanide separation is on hand. In our future work we will extend this approach towards a toolbox with different polymers available for conjugation. Work is in progress to tackle the other equally important tasks which are the investigation of the selectivity towards different lanthanides and the competition with other metal ions (e.g., alkali metals, d-metals) most likely present in real-world samples.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4ra01505c |
This journal is © The Royal Society of Chemistry 2024 |