Pei-Yin
Lee
a,
Onkar
Singh
b,
Neha
Nanajkar
c,
Harry
Bermudez
*b and
Silvina
Matysiak
*d
aChemical Physics Program, Institute for Physical Science and Technology, University of Maryland, College Park, USA
bDepartment of Polymer Science and Engineering, University of Massachusetts, Amherst, MA, USA. E-mail: bermudez@umass.edu; Tel: +1 413 577 1413
cDepartment of Biology, University of Maryland, College Park, USA
dFischell Department of Bioengineering, University of Maryland, College Park, USA. E-mail: matysiak@umd.edu; Tel: +1 301 405 0313
First published on 27th February 2024
We investigated the effects of 1-ethyl-3-methylimidazolium chloride ([EMIM][Cl]) and choline chloride ([Chol][Cl]) on the local environment and conformational landscapes of Trp-cage and Trpzip4 mini-proteins using experimental and computational approaches. Fluorescence experiments and computational simulations revealed distinct behaviors of the mini-proteins in the presence of these organic salts. [EMIM][Cl] showed a strong interaction with Trp-cage, leading to fluorescence quenching and destabilization of its native structural interactions. Conversely, [Chol][Cl] had a negligible impact on Trp-cage fluorescence at low concentrations but increased it at high concentrations, indicating a stabilizing role. Computational simulations elucidated that [EMIM][Cl] disrupted the hydrophobic core packing and decreased proline-aromatic residue contacts in Trp-cage, resulting in a more exposed environment for Trp residues. In contrast, [Chol][Cl] subtly influenced the hydrophobic core packing, creating a hydrophobic environment near the tryptophan residues. Circular dichroism experiments revealed that [Chol][Cl] stabilized the secondary structure of both mini-proteins, although computational simulations did not show significant changes in secondary content at the explored concentrations. The simulations also demonstrated a more rugged free energy landscape for Trp-cage and Trpzip4 in [EMIM][Cl], suggesting destabilization of the tertiary structure for Trp-cage and secondary structure for Trpzip4. Similar fluorescence trends were observed for Trpzip4, with [EMIM][Cl] quenching fluorescence and exhibiting stronger interaction, while [Chol][Cl] increased the fluorescence at high concentrations. These findings highlight the interplay between [EMIM][Cl] and [Chol][Cl] with the mini-proteins and provide a detailed molecular-level understanding of how these organic salts impact the nearby surroundings and structural variations. Understanding such interactions is valuable for diverse applications, from biochemistry to materials science.
Trp-cage, as a benchmark protein for the study of helix secondary structure, has been found both stabilized and destabilized through different organic salts.27 In a circular dichroism experiment, the helical content of Trp-cage in neat [C4mpy][Tf2N] is enhanced through the N-terminal end with preferred intra-peptide hydrogen bonding.26 Whereas another set of replica exchange MD simulations found that [EMIM][Act] denatures Trp-cage in a cold denaturation fashion. In this case, the helix is mostly intact, while the whole tertiary structure is loosened.28 Trpzip4, which is a modified variant of GB1 hairpin, often serves as a benchmark for stable β-hairpin. From experiment, neat [C4mpy][Tf2N] is observed to denature Trpzip4 through interactions between the alkyl groups of the IL and Trp residues that form the hydrophobic core.26 Simulations have found that [EMIM]+ based ILs with different anions can exert a different degree of denaturation on GB1 hairpin, with decreasing effect as the following order: acetate, [BF4]−, [Cl]−.29 In the case of [EMIM][Act], the anions are determined to be the driving force for denaturation, not the cations.30 It occurs that, similar to large globular proteins, the stabilization or destabilization of these mini-proteins also depends on the combination of IL cation and anion, and more comprehensive studies combining both experiments and simulations are needed.
While wet lab experiments such as fluorescence spectroscopy and circular dichorism could provide a wealth of knowledge on the change of hydrophobic environment and secondary structure caused by organic salts and other co-solutes, microscopic insights are often lacking.31–34 MD simulations are therefore used to complement these deficiencies. However, the viscous nature of organic salt solutions and ILs strongly limits the application of ordinary atomistic MD. Even though the peptides we focus here are small in size, convergence in sampling still requires long temporal scale, which is often not realistic. Here we apply a newly developed coarse-grained (CG) MD model named protein model with polarizability and transferability (ProMPT) to leverage sampling efficiency. CG models group similar functional groups into beads to reduce the degree of freedom and thus smoothen the free energy landscape, allowing fast sampling of folding events. The novelty of ProMPT is the implementation of charged dummy sites on the polar beads that can response to environment stimulus and result in change of dipole moment. The addition of structural polarization allows us to sample protein folding events. ProMPT has been applied successfully to both Trp-cage and Trpizip4 in reproducing the atomistic potential of mean force (PMF) and native structure.35 The organic salts will also be modeled with the same philosophy of ProMPT.
We selected cations commonly found in organic salts, specifically choline and imidazolium, to examine their effects on the mini-proteins Trp-cage and Trpzip4. [Chol][Cl] emerges as a promising candidate for an organic salt due to the natural compound [Chol]+, which exhibits high bio-compatibility and potential applications as a vaccine additive. Moreover, [Chol]+-based organic salts have previously been reported as protein stabilizers, whereas [EMIM]+-based ILs are often known as denaturants, providing a counterexample. In this study, we employ a combination of experiments and simulations to investigate how these two major organic cations modulate specific secondary structures.
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Fig. 1 ProMPT CG mapping scheme, where the polar bead is shown in yellow, charged bead is shown in red/purple, and hydrophobic bead is shown in green. The bead type is also labeled on each bead. The Yesylevsky et al.'s polarizable water model is used to model water molecules and has a 1 to 4 mapping.42 |
Three solvent systems are studied with each peptide: water, 25 wt% [Chol][Cl], and 25 wt% [EMIM][Cl]. The number of water, organic salt molecules, and counterion CG molecules are listed in Table 1. The Yesylevsky et al.'s polarizable water model is used to model water molecules, which also has a 1 to 4 mapping.42 Energy minimization with steepest decent method is first performed and followed by a short NPT equilibration (50000 steps with each step as 1 fs) at 350 K. Production runs at 15 different temperatures (from 350 K to 700 K, every 25 K) with NVT ensemble are then performed for 500 ns with a time step of 10 fs. Particle-mesh Ewald (PME) method is applied for long range electrostatic interactions43 with a cutoff of 1.6 nm. Nosé–Hoover thermostat is used to maintain the system at the desired temperature44 and the LINCS algorithm was used to evaluate constraints.45
System | Water | [Chol]+ or [EMIM]+ | [Cl]− | Counterions | |
---|---|---|---|---|---|
Trp-cage | water | 1957 | 0 | 0 | 1 Cl−1 |
25 wt% [Chol][Cl] | 1400 | 252 | 252 | 1 Cl−1 | |
25 wt% [EMIM][Cl] | 1399 | 229 | 229 | 1 Cl−1 | |
Trpzip4 | water | 1610 | 0 | 0 | 3 Na+1 |
25 wt% [Chol][Cl] | 1400 | 252 | 252 | 3 Na+1 | |
25 wt% [EMIM][Cl] | 1397 | 229 | 229 | 3 Na+1 |
Possible contributions due the inner filter effect (IFE)48,49 were considered. The ‘primary’ IFE is known to be both sample- and instrumentation-dependent. However, our fluorescence data are all performed with the same concentration of peptide and the same concentration range of quencher. Therefore the correction factor for the primary IFE would be constant across all samples. The ‘secondary’ IFE is especially relevant to quenching experiments like those performed here. Fortunately [EMIM][Cl] does not absorb at the excitation wavelength used (i.e., 280 nm). This quencher only absorbs below the far-UV range (i.e., below 225 nm),50 and therefore the secondary inner filter effect is not present.
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Fig. 3 Benesi–Hildebrand plots from tryptophan fluorescence quenching of Trpcage (orange) and Trpzip4 (purple) with added [EMIM][Cl]. |
The binding constant for [EMIM][Cl] to Trp-cage is calculated as K ≈ 5.4 M−1. Even a weak interaction would be expected to destabilize the native structural interactions within the peptide. By contrast, addition of [Chol][Cl] at 1 wt% has a negligible effect on Trp-cage fluorescence. At concentrations exceeding 12 wt% [Chol][Cl], Trp-cage fluorescence actually increases. This suggests a stabilizing role, if any, for [Chol][Cl] on Trp-cage. Moreover the maximum emission wavelength λmax of Trp-cage changes in opposite directions for [EMIM][Cl] and [Chol][Cl]. In the case of [Chol][Cl], λmax is blue-shifted, whereas in the case of [EMIM][Cl], λmax is red-shifted (as shown in Fig. S3 and S4, ESI†). These shifts are consistent with more hydrophilic/exposed and hydrophobic/buried environments, respectively.55
For Trpzip4, very similar results to Trp-cage were seen via fluorescence, with [EMIM][Cl] quenching fluorescence and the corresponding binding constant being much larger than that for Trp-cage, with K ≈ 30 M−1. Interestingly, Trpzip4 has 4 times as many tryptophan residues as Trpcage, and its binding constant with [EMIM][Cl] is roughly 5 times larger. This suggests a significant role for π–π and cation–π interactions between the peptide aromatic and the quencher imidazolium groups,56 reminiscent of a previous study by our group with lysozyme and a related IL.57 Like for Trpcage, the addition of [Chol][Cl] also increased Trpzip4 fluorescence, but again only at high concentrations. The maximum emission wavelength λmax of Trpzip4 also followed the same pattern as Trp-cage. Overall, the fluorescence results suggest similar roles of these ILs on both peptides (and their secondary structures).
The CD spectra of Trp-cage (Fig. 4(a)) shows that the effect of [Chol][Cl] is to stabilize its secondary structure (a mixture of α-helix and 310-helix). The increasing signal with added [Chol][Cl] is opposite to the trend observed in thermal denaturation of Trp-cage,59 and in urea denaturation of α-helical alanine-rich peptides60 To calculate the extent of secondary structure stabilization caused by [Chol][Cl], the ellipticity at 222 nm θ222 is used to obtain the fraction of α-helical content f.61 The initial helix fraction f0 is calculated from the known structure (PDB: 1L2Y) as f0 = 0.45, and because f is proportional to θ222, it can be seen that the α-helical fraction slowly increases reaching a plateau value of f ≈ 0.60 at 33 wt% [Chol][Cl].
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Fig. 4 Circular dichroism spectra with increasing [Chol][Cl] (concentrations in wt%) for (a) Trp-cage and (b) Trpzip4. The inset to (a) is the ratio R = θ222/θ208. |
Another measure of Trp-cage structure is the peak ratio R = θ222/θ208 (Fig. 4(a), inset). This ratio has been used to characterize 310 helices,62,63 where R ≈ 0.4, which contrasts with “pure” α-helices where R ≈ 1.0.64 Because Trp-cage has contributions from both α-and 310 helices, it is not surprising that we find R = 0.62 in the absence of [Chol][Cl] (in between the two extremes). With added [Chol][Cl] this ratio increases linearly up to a maximum of R = 0.71, indicating a progressive shift towards greater α-helical content in Trp-cage.
Similar to the case of [Chol][Cl] on Trp-cage, we also see a stabilizing effect of [Chol][Cl] on Trpzip4 (Fig. 4(b)), with the increasing CD signal trending opposite to that of thermal denaturation.24 A deeper level of insight here is precluded because the analytical treatment of β-turns is less well-developed than for α-helices. Nevertheless, because the helices and turns of Trp-cage and Trpzip4 are both mediated by intra-peptide hydrogen bonding, it therefore appears that [Chol][Cl] (at high concentrations) strengthens these interactions.
We continue our investigation into the destabilizing effect of [EMIM][Cl] on Trp-cage from a molecular perspective. Fig. 6(a) displays the distribution number of contacts between the cation ([EMIM]+ or [Chol]+) and amino acids of Trp-cage. The plot distinctly indicates that [Chol]+ lacks specific interactions with the mini-protein compared to [EMIM]+. A notable preference for interactions between [EMIM]+ and the aromatic groups, aspartate (Asp), and prolines (Pro) is evident. Although [Chol]+ does exhibit interactions with Asp and the aromatic amino acids, they are less pronounced in comparison. The heightened hydrophobicity of [EMIM]+ compared to [Chol]+, may account for the observed disparities in contacts with aromatic groups. The fluorescence experiments further support the stronger binding of [EMIM]+ to the aromatic groups than [Chol]+, as they revealed a binding constant of K ≈ 6 M−1 for [EMIM][Cl].
In Fig. 6(b), a representative structure of Trp-cage in water is shown, where the aromatic residues pack against the Pro residues at the C-terminal of the protein, forming a hydrophobic core. However, this hydrophobic core packing is slightly distorted in 25 wt %[Chol][Cl], as there is a loss of aromatic group-Pro residue contacts, as depicted in Fig. 7. The interactions between Pro residues and the aromatic groups can occur favorably through both the hydrophobic effect and the interaction between the π aromatic face and the polarized C–H bonds, known as the CH–π interaction. On the other hand, interactions between [EMIM]+ and the two aromatic residues lead to a significant reorientation of these residues towards the solvent, as shown in Fig. 6(d).
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Fig. 7 Distribution of the number of aromatic residues near the Pro residues at the tail of Trp-cage within the folded basin at 350 K. |
The cation–π, π–π, and hydrophobic interactions between [EMIM]+ and the aromatic groups, along with the CH–π interactions between Pro and [EMIM]+, play a dominant role. These interactions overshadow the hydrophobic interactions that typically stabilize the core between Pro residues and the aromatic groups.
As a result, there is a decrease in the number of Pro-aromatic residue interactions, as shown in Fig. 7. The decrease of the number of contacts between the cations and the Pro residues is predominant in the 25 wt% [EMIM][Cl] system. In this case, [EMIM]+ enters the protein core, as depicted in Fig. 6(d), while [Chol]+ does not penetrate it. Neither IL system causes deformation in the α-helix at the N-terminal. This finding aligns with previous observations for Trp-cage in [EMIM][Act].28 The exposure of solvent-exposed aromatic residues in [EMIM][Cl] and the penetration of [EMIM]+ inside the protein core explain the red-shift observed in the maximum emission wavelength of the fluorescence experiment. Conversely, in [Chol][Cl], the aromatic groups face the interior of the Trp-cage core, which explains the blue-shift in the maximum emission wavelength. The fact that [Chol]+ does not penetrate the Trp-cage core may be attributed to the absence of π–π and CH–π interactions. However, a subtle shift in the packing of the hydrophobic core is observed in 25 wt% [Chol][Cl] compared to that in water. The interaction of [EMIM]+ with aromatic residues has also been observed in our previous publication, where the same cation disrupts an Arg–Trp–Arg sandwich interaction that stabilizes lysozyme, leading to destabilization of the overall structure.57
Fig. 8 illustrates the free energy landscape for Trpzip4 in water and ILs. Similar to the findings for Trp-cage, the free energy landscape of Trpzip4 becomes more rugged in 25 wt% [EMIM][Cl], accompanied by a shift and reduction in the folded basin. In contrast, there is no significant difference observed in the free energy landscape between water and 25 wt% [Chol][Cl]. The folded basin for Trpzip4 in both water and [Chol][Cl] is located at RMSD BB 0.28 to 0.35 nm with a native contact fraction of 0.68 to 0.82. However, for the [EMIM][Cl] system, the folded basin shifts and diminishes, resulting in a lower native contact fraction (0.70 to 0.77). Additionally, a misfolded basin emerges at RMSD BB 0.25 to 0.38 with a native contact fraction of 0.43 to 0.47. The shrinking of the folded basin in 25 wt% [EMIM][Cl] and the increased ruggedness of the free energy landscape indicate that the β-hairpin structure of Trpzip4 is less stable compared to water and 25 wt% [Chol][Cl]. Conversely, since Trpzip4 exhibits a similar free energy landscape in water and 25 wt% [Chol][Cl], its secondary structure remains intact, as confirmed by CD experiments.
The analysis of cation-amino acid contacts (Fig. 9(a)) clearly demonstrates preferential binding of [EMIM]+ to Trp and negatively charged amino acids such as Glu and Asp. In Trpzip4, while [Chol]+ does show interactions with Trp and anionic amino acids, they are less pronounced compared to those observed with [EMIM]+. This observation is consistent with the experimental fluorescence data, which indicates that in solutions containing [EMIM][Cl], the maximum emission wavelength is red-shifted, suggesting increased solvent exposure of the Trp residues.
Furthermore, upon comparing Fig. 6(a) and 9(a), it is evident that more contacts are formed between [EMIM]+ in Trpzip4 than in Trp-cage, which is in good agreement with the fluorescence data presented in Fig. 3. These results support the notion of stronger binding of [EMIM]+ with Trpzip4 compared to Trp-cage.
Fig. 9(b) and (c) showcase representative conformations of Trpzip4 in 25 wt% [Chol][Cl] and 25 wt% [EMIM][Cl], respectively. The four Trp residues form the hydrophobic core for all cases, but the number of Trp–Trp contacts decreases dramatically for 25 wt% [EMIM][Cl] when compared to water and 25 wt% [Chol][Cl], as shown in Fig. S5 (ESI†).
In this context, [EMIM]+ cations compete with the Trp–Trp hydrophobic interaction, and also with the Asp–Lys salt-bridge thereby reducing the stability of the β-hairpin. The cation–π and π–π interactions between [EMIM]+ cations and the aromatic residues are also observed in Trp-cage and in our previous study on lysozyme.57 These findings suggest a general rule that strong attractions between imidazolium-based cations and aromatic residues can serve as critical indicators for protein destabilization in ILs. In addition, disruption of salt-bridges can contribute significantly to lower β-hairpin stability.65
Trpzip4 exhibited similar fluorescence trends to Trp-cage, with [EMIM][Cl] quenching fluorescence and a larger binding constant indicating a stronger interaction. The stabilizing effect of [Chol][Cl] on Trpzip4 fluorescence was also observed at high concentrations. The maximum emission wavelength changes followed the same pattern as Trp-cage, supporting the role of [EMIM][Cl] in exposing solvent-exposed aromatic residues and [Chol][Cl] in burying them. The simulations for Trpzip4 demonstrate the preferential binding of [EMIM][Cl] to Trp residues in addition to binding to anionic amino acid. The computational observation of [EMIM]+ exhibiting stronger binding to aromatic groups compared to [Chol]+ aligns with fluorescence experiments, which revealed binding constants of K≈5.4M−1 for Trp-cage and K≈30M−1 for Trpzip4. Additionally, the computational finding of [EMIM]+ penetrating the Trp-cage core is consistent with the experimental observation of a red-shifted maximum emission wavelength, suggesting increased solvent exposure for Trp amino acids. As observed in Trp-cage, the binding of [Chol]+ to these amino acids is greatly reduced. These differences in binding might be explained by the heightened hydrophobicity of [EMIM]+ compared to [Chol]+. The free energy landscape analysis suggests a less stable β-hairpin structure in [EMIM][Cl].
Circular dichroism (CD) experiments provided valuable insights into the secondary structure of Trp-cage and Trpzip4 peptides. Our findings revealed that the presence of [Chol][Cl] led to the stabilization of the secondary structure in both peptides. Interestingly, at the computationally explored concentrations, we did not observe any significant changes in the secondary content of these peptides.
The differences observed in how the cations modulate the mini-protein conformational landscape are likely attributed to their distinct interactions with the mini-proteins. Specifically, [EMIM]+ exhibited a stronger interaction with these mini-proteins, whereas [Chol]+ showed minimal interaction at the folded basin. We speculate that the enhanced secondary structure observed in the presence of substantial [Chol]+ may be attributed to indirect effects, such as changes in the dielectric environment. In simulations, we observe a 21% reduction in the dielectric constant compared to pure water when the concentration of [EMIM][Cl] is 25 wt%, and a 63% reduction for 25 wt% [Chol][Cl]. Previous computational evidence has demonstrated that a decreased dielectric constant enhances helical propensity. This reduction in the dielectric constant can lead to desolvation of the backbone CO and NH groups, resulting in stronger and more aligned hydrogen bonds between four consecutive residues.66 A similar effect might be in place for the hydrogen bonds of a β-hairpin such as Trpzip4. From our simulations, we did not observe the stabilizing effects of [Chol]+ compared to water on the secondary structural content of Trpzip4 and Trp-cage peptides at the studied concentrations. The secondary structure remained unchanged in the presence of [Chol]+, which contrasts with the experimental findings. We hypothesize that these discrepancies between experiments and simulations may arise from the simplified nature of the coarse-grained model, which might not accurately capture the change in backbone dipole with changes of the dielectric medium.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d3cp05607d |
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