Open Access Article
Tommaso
Garfagnini
a,
Zvi
Hayouka
b and
Assaf
Friedler
*a
aInstitute of Chemistry, The Hebrew University of Jerusalem, Edmond J. Safra Campus at Givat Ram, Jerusalem 9190401, Israel. E-mail: assaf.friedler@mail.huji.ac.il
bInstitute of Biochemistry, Food Science and Nutrition, The Hebrew University of Jerusalem, The Robert H. Smith Faculty of Agriculture, Food and Environment, Rehovot 76100, Israel. E-mail: zvi.hayouka@mail.huji.ac.il
First published on 10th July 2025
Aggregation of dysfunctional proteins can lead to a variety of diseases including cancer. We have previously developed chaperone-derived peptides that inhibit aggregation of the cancer-related L106R mutant of Axin RGS. Here we show that significantly improved inhibition was achieved using random peptide mixtures (RPMs) designed to mimic the chemical characteristics of the chaperone-like peptides. 20-mer RPMs of tryptophan and lysine suppressed aggregation of Axin RGS L106R with up to 50-fold improved activity compared to parent inhibitors. Conversely, peptides derived from the lead hotspot of Axin RGS aggregation that were designed to be specific, were unable to prevent aggregation of the protein. RPMs constitute the most efficient strategy to date to magnify peptide inhibitory activity against Axin RGS L106R aggregation, as they contain multiple active species and conformations that cover a larger inhibitory space and shield multiple hotspots at once. Our results demonstrate that the chemical composition of the peptide, and not the specific sequence, is the key factor for inhibitory activity.
The Axin protein has emerged as a potential anti-cancer drug target for an aggregation inhibition strategy.11 Axin is the scaffold protein that regulates the canonical Wnt pathway in the cytosol by recruiting β-catenin, the protein transducer that relays Wnt signalling from the cell surface to the nucleus and promotes transcription of pro-survival genes.12 Axin orchestrates a dynamic, multi-client complex, termed the destruction complex, with the function of depleting β-catenin and preventing cellular outgrowth.12 Upon Axin binding, β-catenin is phosphorylated and addressed to degradation, thereby abrogating Wnt signalling and depriving the cell of an effective tumour suppressor mechanism.13 The RGS domain of Axin modulates β-catenin binding and determines the on/off state of Wnt signalling, directly impacting carcinogenesis.13 The cancer-related L106R mutant of the RGS domain in Axin impairs the Wnt suppressing function of Axin and dysregulates cell fate.11 Destabilised L106R Axin accumulates in vivo as soluble nanoaggregates of no more functional protein that is unable to orchestrate β-catenin degradation, resulting in hepatocellular cancer.11,14 We have previously shown that the αBcrystallin-derived peptides 8PWIRRPFFPFHSPSR22 and 45SPFYLRPPSFLRAPSWF61 suppress the aggregation of Axin RGS L106R in vitro. Moreover, and similarly to the way full-length chaperones act, we found that inhibition is encoded not in the sequence but rather in the molecular determinants of composition (20–30% flexible, 30–40% aliphatic, 20–30% aromatic residues), hydrophobicity (equal to hydrophilicity), and distribution (non-clustered).15
Random peptide mixtures (RPMs) are ensembles of peptides comprising all combinations of one hydrophobic and one cationic amino acid randomly distributed.16 RPMs selectively lyse bacterial cell membranes.17 Being non-toxic to eukaryotic cells, RPMs proved viable antimicrobials in food and pharmaceutical industry.18–21 The presence of many sequences associated with antimicrobial properties hinders the development of resistance, and allows for broad recognition and activity against multiple bacterial strains.22–25
Here, to develop improved inhibitors of Axin L106R aggregation, we first designed a family of peptides based on the sequence of the main aggregation hotspot of Axin RGS L106R. Then, to develop better, multi-targeting protein aggregation inhibitors, we applied the RPMs approach to evolve the αBcrystallin-derived peptides into the next generation of Axin RGS L106R aggregation inhibitors. We generated RPMs composed of two residues that recapitulated the flexibility and π-stacking capability of the alphaBcrystallin-derived inhibitors and comprised all potential distributions with inhibitory activity. Our results show that none of the hotspot-derived peptides suppressed the early soluble aggregates that correlate with carcinogenesis. Conversely, the RPM of tryptophan and lysine (WK) suppressed Axin RGS L106R aggregation in a molar ratio of 1
:
1 protein
:
peptide, outperforming the hotspot-derived peptides and substantially improving the activity of all αBcrystallin-derived peptides.
| Peptide | Sequence |
|---|---|
| a The positive (blue), negative (red), and aromatic (yellow) residues are highlighted. | |
| Axin 113–127 |
|
| SP-Axin 113–127 |
|
| RS-Axin 113–127 |
|
| DS-Axin 113–127 |
|
| S-Axin 115–121 |
|
| RS-Axin 115–121 |
|
Axin RGS L106R aggregation in the absence and in the presence of peptides was followed by time course kinetics of ANS emission at 470 nm. The kinetics traces were fit to a single exponential equation and the rate constant (kANS) was determined to characterise the early aggregation process (eqn (1), Materials and methods). The kinetic constants kANS were used as a semi-quantitative screening to identify the peptides that exerted an inhibitory activity on the early phase of aggregation. The increase in kANS reflected the stabilization and rapid accumulation of hydrophobic intermediates of Axin RGS L106R aggregation, as the peptides prevented further aggregation and subsequent burial of the ANS-binding sites within larger aggregates.15 However, ANS is not specific for any particular species on the aggregation path, and kANS cannot identify which aggregation intermediate the peptides target or the eventual outcome of their inhibition. Therefore, it does not provide fully quantitative information about the aggregation process. In the next step, TEM was systematically employed as a quantitative method to validate inhibition and provide structural details on Axin RGS L106R aggregation and its inhibition.
Axin RGS L106R aggregation induced a marked increase in ANS emission at 470 nm over time, with a kANS of 0.58 ± 0.09 μM−1 h−1 that was compatible with previous reports.15,33 The absence of a lag phase is consistent with the probe detecting not just the aggregates but all intermediate states from the very start of the aggregation process. TEM imaging confirmed the formation of extended aggregates of Axin RGS L106R in the absence of peptides, capturing in detail their worm-like, unbranched morphology recently characterised.15,33 RS-Axin 113–127 substantially enhanced kANS of Axin RGS L106R aggregation to 3.12 ± 0.34 μM−1 h−1, 5.4-fold higher than in the absence of peptide, at 8 μM and 1
:
1 protein
:
peptide molar ratio. In connection with the observed increase in kANS, TEM imaging revealed that aggregation was only partially inhibited by RS-Axin 113–127 (Fig. 1C and Fig. S2A, ESI†). A high number of small oligomers in the size of 5–10 nm were observed, together with a few large, thick aggregates possibly resulting from the association of the oligomers (Fig. 1C). This is compared to 50–150 nm high aggregates formed by Axin RGS L106R in the absence of peptides. TEM imaging hence validated that the increase in kANS significantly correlates with a stabilization of oligmeric intermediate states of Axin RGS L106R and an overall inhibitory effect on aggregation (Fig. 1A, C and Table 2). In particular, based on the oligomeric assemblies observed by TEM, the combination of high values of kANS and ANS emission at the plateau suggested that RS-Axin 113–127 stabilised late hydrophobic intermediates. Indeed, on one hand the hotspot-derived peptide was unable to completely inhibit aggregation because it did not target and shield all secondary hotspots with different amino acid sequence (Fig. 1A). On the other hand, sealing the main aggregation hotspot prevented the formation of mature aggregates, as the hydrophobic patches remained exposed to the solvent and available for ANS binding, without being buried in a growing aggregate.
| Peptide | k ANS (μM−1 h−1) | TEM observation |
|---|---|---|
| No peptide | 0.58 ± 0.09 | 50–150 nm high aggregates |
| RS-RGS 113–127 | 3.12 ± 0.34 | Inhibition |
| DS-RGS 113–127 | 0.65 ± 0.12 | No effect or mild effect |
| WK | 2.0 ± 0.32 | Suppression |
| YK | 1.48 ± 0.13 | Size/shape-control |
DS-Axin 113–127 poorly affected the ANS kinetics of Axin RGS L106R aggregation (Fig. 1B and Table 2). This was supported by TEM imaging, that revealed the formation of a larger number of aggregates with a branched morphology (Fig. 1D). SP-Axin 113–127, S-Axin 115–121 and RS-Axin 115–121 had no effect on Axin RGS L106R aggregation (Fig. S1, ESI†). The peptides alone did not form aggregates (Fig. S2D–F, ESI†). The hotspot-derived peptides hence failed to achieve complete suppression of Axin RGS L106R aggregation.
As previously described, each binary RPM constituted an ensemble of peptides sequences comprising all possible combinations of the two residues of choice (see Materials and methods).16,17 Given the probabilistic nature of randomised peptide coupling, the majority of the peptides within the RPM contained 50% of one residue and 50% of the other, without a fixed distribution. Compared to the progenitor αBcrystallin_8–22 inhibitor, the advantage of RPMs was to generate the widest variety of hydrophobic, aromatic and charge patterns associated with inhibitory activity within a single sample, achieved by shuffling two residues throughout the sequence. Although not all peptides in the RPM are active, the sequence pool likely included peptides with diverse distributions capable of targeting multiple hotspots with varying composition.
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1 protein
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peptide molar ratio. In the presence of WK the kANS increased to 2.0 ± 0.32 μM−1 h−1, which corresponded approximately to a 3.5-fold higher value than the absence of RPM (Fig. 2A, B and Table 2). Such a kANS increase, together with the low ANS emission at 12 hours of aggregation kinetics, suggested the stabilisation of an early precursor of the aggregation process. The addition of YK resulted in a kANS of 1.48 ± 0.13 μM−1 h−1, that constituted a 2.6-fold increase in the rate of the accumulation of hydrophobic intermediates (Fig. 2A, B and Table 2). The lower kANS value of YK compared to WK was indicative of YK being unable to fully prevent aggregation and exerting its stabilisation action at a later stage, where an aggregate is formed. Consistently with the observed values of kANS, TEM imaging revealed that WK suppressed Axin RGS L106R aggregation almost completely, with only small round assemblies indistinguishable from a grid loaded with Axin RGS WT33 (Fig. 2C). YK stabilised oligomeric species and exerted a tight size and shape control over such Axin RGS L106R early aggregates, preventing their further assembly into mature aggregates. Indeed, YK determined the formation of compact, spherical assemblies with a height between 10 and 20 nm, as opposed to the 50–150 nm high worm-like aggregates formed without peptides (Fig. 2D and Fig. S2A, ESI†).
Conversely, WE and YE enhanced the aggregation of Axin RGS L106R in terms of both number and size of the aggregates. In addition, the aggregates displayed substantial morphological differences compared to those formed in the absence of peptides. WE induced the formation of a larger number of thin Axin RGS L106R aggregates between 30 and 50 nm high that retained the worm-like, unbranched morphology (Fig. 3A and Fig. S2A, ESI†). The co-incubation with YE yielded thick worm-like aggregates 100 nm or more high, that were also branched, as well as spheroidal oligomers about 5–10 nm high (Fig. 3B and Fig. S2A, ESI†). WE and YE RPMs alone did not aggregate (Fig. S2B and C, ESI†).
![]() | ||
| Fig. 3 Effect of WE and YE on Axin RGS L106R aggregation. TEM imaging of Axin RGS L106R aggregates incubated for 12 hours at 25 °C with 8 μM (A) WE or (B) YE. The scale bar equals 100 nm. | ||
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1 protein
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peptide molar ratio. This is a significantly improved activity compared to the chaperone-derived peptides αBcrystallin_8–22, which is progenitor of the designed RPMs, and αBcrystallin_45–61. Complete suppression of aggregation was observed only at 400 μM αBcrystallin_8–22 (1
:
50 molar ratio), and 120 μM αBcrystallin_45–61 (1
:
15 molar ratio).15 WK also outperformed the optimised, tryptophan-enriched W/T-αBcrystallin_8–22 peptide that suppressed aggregation at 32 μM (1
:
4 molar ratio).15 In addition, WK exhibits an average hydrophobicity/hydrophilicity ratio (ψ) of 0.8, calculated using the Roseman hydrophobicity scale.37 This value aligns closely with the molecular determinant known to confer anti-aggregation activity in chaperone-derived inhibitors.15 In contrast, with ψ = 0.5, YK exhibits intermediate suppression activity by modulating aggregation and redirecting it into size-controlled spherical assemblies. The complete suppression by WK can then be attributed to its alignment with the rational design criteria, and its superior performance is likely due to its closer resemblance to the molecular determinants that guided the design strategy.
Since chaperone-derived peptides were the starting point for developing the RPMs, we expect WK to behave similarly to the parent αB-crystallin chaperone with its clients in the living cell: engaging in broad yet selective interactions.15 Like αBcrystallin, WK may interact with various proteins not based on sequence specificity, but preferentially binding to misfolded or aggregation-prone species. In the case of Axin RGS variants, WK will then target the mutated protein like a chaperone, selectively interacting with exposed aggregation hotspots while interacting only weakly, if at all, with the folded wild-type. This chaperone inspired strategy for RPM design hence reduces the likelihood of interference with normal cellular function.
The fact that WK suppresses Axin RGS L106R aggregation is also efficiently supported by our previous finding that positively charged chaperone-derived peptides enriched in tryptophan have an enhanced inhibitory activity.15 WK hence likely maximised the inherent multi-targeting inhibition exerted by such peptides. A possible reason for the augmented inhibitory potency could be that, diversely from the chaperone-derived peptides, WK is constituted by a multiplicity of amino acid sequences and distributions, all of which potentially endowed with inhibitory activity. The RPM hence generates a wide range of inhibitors that can display affinity for different hotspots with different composition or molecular properties. As a result, WK may target multiple hotspots at once and quench their aggregative potential collectively by using different sequences of the mixture (Fig. 4).
WK was also a better inhibitor than peptides specifically designed to mimic and target the 116DFWFACTGF124 aggregation hotspot of Axin RGS L106R. Indeed, RS-Axin 113–127 at 8 μM (1
:
1 molar ratio) was only able to decrease the size of the aggregates, without fully suppressing aggregation. This reinforces the idea that targeting multiple hotspots at once is the most likely mechanism of action for the RPMs, and a more effective strategy to obtain inhibition than targeting aggregation via a single hotspot. By encompassing a pool of sequences with different conformations and degrees of affinities, an RPM inhibitor can dynamically seal a wider variety of hotspots and result in a comprehensive protection against aggregation (Fig. 4). Conversely, YK did not suppress aggregation, probably due to the lower hydrophobicity of tyrosine. YK shape/size control over Axin RGS L106R aggregates is reminiscent of the effect of sucrose and may depend on the high density of hydroxyl groups.33 WK hence constitutes a promising alternative to designed peptides inhibitors of Axin RGS L106R aggregation. These findings further support the notion that the amino acid composition of an aggregation inhibitor is more important than its sequence for activity.
Positive charges proved key for WK activity, as for other aggregation inhibitors. For example, the synthetic polycation poly-N-ethyl-4-vinylpyridine bromide is an effective protein aggregation inhibitor thanks to the high positive charge, aromacity, and sp2 Nitrogen H-bonding, that make it reminiscent of WK.38 Lysine further contributes by preventing the intermolecular interactions between misfolded or partially folded states.39,40 These effects are consistent with the WK-mediated suppression of Axin RGS L106R aggregation via stabilisation of a precursor state. Negative charges, that play a major role in chaperoning by natural and synthetic polyanions, were instead heavily detrimental for the inhibitory activity of both hotspot-derived peptides and RPMs.41,42
000 rpm, purified with Merck GST-bind 70
541 resin, cleaved with TEV protease overnight at 4 °C, and further purified by ÄKTA-assisted size exclusion chromatography with two coupled Superdex75 and Superose12 200 mL columns. The protein was concentrated, filtered on 0.22 μm cut-off filters and stored at −80 °C.
:
2 acetonitrile (ACN)
:
TDW solution, flash-frozen in liquid nitrogen and lyophilized. The peptides were purified with a reverse-phase C18 preparative column on a Jasco LG2080 HPLC operating a 10-to-40% (v/v) ACN:TDW gradient at a rate of 0.5%/min. The peptides were identified by determining their exact mass using MALDI-TOF mass spectrometry (Bruker Daltonik, Germany). The peptides purity was validated by Merck Hitachi D7000 analytical HPLC equipped with a reverse-phase C8 analytical column (Fig. S3 and Table S1, ESI†).
The binary random peptide mixtures (RPMs) were synthesized as described.16,17 Briefly, equimolar solutions of tyrosine and lysine, tyrosine and glutamic acid, tryptophan and lysine or tryptophan and glutamic acid were prepared for coupling. Fmoc chemistry and same activants conditions were employed as for the hotspot-derived peptides. At each synthesis cycle, the two amino acids of the solution had the same probability to undergo coupling. As a consequence of a randomised coupling, the final product was a mixture of peptides comprising all possible combinations of sequences of the two amino acids of choice. The cleavage was performed as described for the hotspot-derived peptides. The RPMs were used after lyophilisation. RPMs concentration was determined using an averaged molecular weight calculated for a peptide sequence constituted by 50% of each constituent amino acid (Fig. S4 and Table S2, ESI†).
| y = m0 + m1·t + m2·exp(−kANS·t) | (1) |
Footnote |
| † Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d5cb00141b |
| This journal is © The Royal Society of Chemistry 2025 |