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Dynamic peptide libraries for the discovery of supramolecular nanomaterials

Abstract

Sequence-specific polymers, such as oligonucleotides and peptides, can be used as building blocks for functional supramolecular nanomaterials. The design and selection of suitable self-assembling sequences is, however, challenging because of the vast combinatorial space available. Here we report a methodology that allows the peptide sequence space to be searched for self-assembling structures. In this approach, unprotected homo- and heterodipeptides (including aromatic, aliphatic, polar and charged amino acids) are subjected to continuous enzymatic condensation, hydrolysis and sequence exchange to create a dynamic combinatorial peptide library. The free-energy change associated with the assembly process itself gives rise to selective amplification of self-assembling candidates. By changing the environmental conditions during the selection process, different sequences and consequent nanoscale morphologies are selected.

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Figure 1: Searchable dynamic peptide libraries.
Figure 2: Self-selecting peptide libraries of homodipeptides.
Figure 3: Sequence selection under user-defined conditions.
Figure 4: Self-selecting peptide libraries from heterodipeptide mixtures.
Figure 5: Discovery of peptide-based nanomaterials.

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References

  1. Jones, M. R., Seeman, N. C. & Mirkin, C. A. Programmable materials and the nature of the DNA bond. Science 347, 1260901 (2015).

    Article  Google Scholar 

  2. Webber, M. J., Appel, E. A., Meijer, E. & Langer, R. Supramolecular biomaterials. Nat. Mater. 15, 13–26 (2016).

    Article  CAS  Google Scholar 

  3. Aida, T., Meijer, E. & Stupp, S. Functional supramolecular polymers. Science 335, 813–817 (2012).

    Article  CAS  Google Scholar 

  4. Du, X., Zhou, J., Shi, J. & Xu, B. Supramolecular hydrogelators and hydrogels: from soft matter to molecular biomaterials. Chem. Rev. 15, 13165–13307 (2015).

    Article  Google Scholar 

  5. Whitesides, G. M. & Grzybowski, B. Self-assembly at all scales. Science 295, 2418–2421 (2002).

    Article  CAS  Google Scholar 

  6. Hartgerink, J. D., Beniash, E. & Stupp, S. L. Self-assembly and mineralization of peptide-amphiphile nanofibers. Science 294, 1684–1688 (2001).

    Article  CAS  Google Scholar 

  7. Thomson, A. R. et al. Computational design of water-soluble α-helical barrels. Science 346, 485–488 (2014).

    Article  CAS  Google Scholar 

  8. Omenetto, F. G. & Kaplan, D. L. New opportunities for an ancient material. Science 329, 528–531 (2010).

    Article  CAS  Google Scholar 

  9. Inostroza-Brito, K. E. et al. Co-assembly, spatiotemporal control and morphogenesis of a hybrid protein–peptide system. Nat. Chem. 7, 897–904 (2015).

    Article  CAS  Google Scholar 

  10. Zhang, S. Fabrication of novel biomaterials through molecular self-assembly. Nat. Biotechnol. 21, 1171–1178 (2003).

    Article  CAS  Google Scholar 

  11. Reches, M. & Gazit, E. Casting metal nanowires within discrete self-assembled peptide nanotubes. Science 300, 625–627 (2003).

    Article  CAS  Google Scholar 

  12. Görbitz, C. H. Nanotube formation by hydrophobic dipeptides. Chem. Eur. J. 7, 5153–5159 (2001).

    Article  Google Scholar 

  13. Frederix, P. W. J. M. et al. Exploring the sequence space for (tri-)peptide self-assembly to design and discover new hydrogels. Nat. Chem. 7, 30–37 (2015).

    Article  CAS  Google Scholar 

  14. Erdogan, H. et al. Morphological versatility in the self-assembly of Val-Ala and Ala-Val dipeptides. Langmuir 31, 7337–7345 (2015).

    Article  CAS  Google Scholar 

  15. Adler-Abramovich, L. & Gazit, E. The physical properties of supramolecular peptide assemblies: from building block association to technological applications. Chem. Soc. Rev. 43, 6881–6893 (2014).

    Article  CAS  Google Scholar 

  16. Fan, Z., Sun, L., Huang, Y., Wang, Y. & Zhang, M. Bioinspired fluorescent dipeptide nanoparticles for targeted cancer cell imaging and real-time monitoring of drug release. Nat. Nanotech. 11, 388–394 (2016).

    Article  CAS  Google Scholar 

  17. Berger, O. et al. Light-emitting self-assembled peptide nucleic acids exhibit both stacking interactions and Watson–Crick base pairing. Nat. Nanotech. 10, 353–360 (2015).

    Article  CAS  Google Scholar 

  18. Sanchez-de Groot, N., Parella, T., Aviles, F., Vendrell, J. & Ventura, S. Ile-Phe dipeptide self-assembly: clues to amyloid formation. Biophys. J. 92, 1732–1741 (2007).

    Article  CAS  Google Scholar 

  19. Forrer, P., Jung, S. & Plückthun, A. Beyond binding: using phage display to select for structure, folding and enzymatic activity in proteins. Curr. Opin. Struct. Biol. 9, 514–520 (1999).

    Article  CAS  Google Scholar 

  20. Whaley, S. R., English, D., Hu, E. L., Barbara, P. F. & Belcher, A. M. Selection of peptides with semiconductor binding specificity for directed nanocrystal assembly. Nature 405, 665–668 (2000).

    Article  CAS  Google Scholar 

  21. Naik, R. R., Stringer, S. J., Agarwal, G., Jones, S. E. & Stone, M. O. Biomimetic synthesis and patterning of silver nanoparticles. Nat. Mater. 1, 169–172 (2002).

    Article  CAS  Google Scholar 

  22. Ellington, A. D. & Szostak, J. W. In vitro selection of RNA molecules that bind specific ligands. Nature 346, 818–822 (1990).

    Article  CAS  Google Scholar 

  23. Tuerk, C. & Gold, L. Systematic evolution of ligands by exponential enrichment: RNA ligands to bacteriophage T4 DNA polymerase. Science 249, 505–510 (1990).

    Article  CAS  Google Scholar 

  24. Bastian, A. A., Marcozzi, A. & Herrmann, A. Selective transformations of complex molecules are enabled by aptameric protective groups. Nat. Chem. 4, 789–793 (2012).

    Article  CAS  Google Scholar 

  25. Zhang, S., Holmes, T., Lockshin, C. & Rich, A. Spontaneous assembly of a self-complementary oligopeptide to form a stable macroscopic membrane. Proc. Natl Acad. Sci. USA 90, 3334–3338 (1993).

    Article  CAS  Google Scholar 

  26. Ghadiri, M. R., Granja, J. R., Milligan, R. A., McRee, D. E. & Khazanovich, N. Self-assembling organic nanotubes based on a cyclic peptide architecture. Nature 366, 324–327 (1993).

    Article  CAS  Google Scholar 

  27. Lehn, J. M. Dynamic combinatorial chemistry and virtual combinatorial libraries. Chem. Eur. J. 5, 2455–2463 (1999).

    Article  CAS  Google Scholar 

  28. Corbett, P. T. et al. Dynamic combinatorial chemistry. Chem. Rev. 106, 3652–3711 (2006).

    Article  CAS  Google Scholar 

  29. Moulin, E., Cormos, G. & Giuseppone, N. Dynamic combinatorial chemistry as a tool for the design of functional materials and devices. Chem. Soc. Rev. 41, 1031–1049 (2012).

    Article  CAS  Google Scholar 

  30. Carnall, J. M. et al. Mechanosensitive self-replication driven by self-organization. Science 327, 1502–1506 (2010).

    Article  CAS  Google Scholar 

  31. Krishnan Ghosh, Y. & Balasubramanian, S. Dynamic covalent chemistry on self templating peptides: formation of a disulfide linked β hairpin mimic. Angew. Chem. 115, 2221–2223 (2003).

    Article  Google Scholar 

  32. Campbell, V. E. et al. Cascading transformations within a dynamic self-assembled system. Nat. Chem. 2, 684–687 (2010).

    Article  CAS  Google Scholar 

  33. Swann, P. G. et al. Nonspecific protease-catalyzed hydrolysis/synthesis of a mixture of peptides: product diversity and ligand amplification by a molecular trap. Peptide Sci. 40, 617–625 (1996).

    Article  CAS  Google Scholar 

  34. Williams, R. J. et al. Enzyme-assisted self-assembly under thermodynamic control. Nat. Nanotech. 4, 19–24 (2009).

    Article  CAS  Google Scholar 

  35. Guilbaud, J. B. et al. Enzymatic catalyzed synthesis and triggered gelation of ionic peptides. Langmuir 26, 11297–11303 (2010).

    Article  CAS  Google Scholar 

  36. Qin, X. et al. Enzyme-triggered hydrogelation via self-assembly of alternating peptides. Chem. Commun. 49, 4839–4841 (2013).

    Article  CAS  Google Scholar 

  37. Ruff, Y., Garavini, V. & Giuseppone, N. Reversible native chemical ligation: a facile access to dynamic covalent peptides. J. Am. Chem. Soc. 136, 6333–6339 (2014).

    Article  CAS  Google Scholar 

  38. Rodriguez-Garcia, M. et al. Formation of oligopeptides in high yield under simple programmable conditions. Nat. Commun. 6, 8385–8391 (2015).

    Article  CAS  Google Scholar 

  39. Hofmeister, F. On the understanding of the effects of salts. Arch. Exp. Pathol. Pharmakol. (Leipzig) 24, 247–260 (1888).

    Article  Google Scholar 

  40. Roy, S. et al. Dramatic specific-ion effect in supramolecular hydrogels. Chem. Eur. J. 18, 11723–11731 (2012).

    Article  CAS  Google Scholar 

  41. Ulijn, R. V. et al. Solvent selection for solid-to-solid synthesis. Biotechnol. Bioeng. 80, 509–515 (2002).

    Article  CAS  Google Scholar 

  42. Leonetti, G. & Otto, S. Solvent composition dictates emergence in dynamic molecular networks containing competing replicators. J. Am. Chem. Soc. 137, 2067–2072 (2015).

    Article  CAS  Google Scholar 

  43. Gutierrez, J. M. P., Hinkley, T., Taylor, J. W., Yanev, K. & Cronin, L. Evolution of oil droplets in a chemorobotic platform. Nat. Commun. 5, 5571–5578 (2014).

    Article  CAS  Google Scholar 

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Acknowledgements

The authors acknowledge P. Keating, S. Chakravartula and B. Yoo for the liquid chromatography–mass spectroscopy (LC–MS) experiments. We thank M. Mullin for the help with TEM imaging, N. T. Hunt for access to FTIR spectroscopy and S. Kelly for use of the CD equipment. The authors acknowledge the ‘NanoFabrication Facility’ from the CUNY ASRC. The authors also acknowledge R. Mart for the help with the design of the free-energy diagram (Fig. 1). The research leading to these results has received funding from the European Research Council under the European Union's Seventh Framework Programme (FP7/2007–2013) EMERgE/ERC (Grant Agreement Number 258775) and US Air Force (AFOSR, grant FA9550-15-1-0192). C.G.P. acknowledges Linn Products Ltd for funding and I.R.S. acknowledges the EC 7th Framework Programme Marie Curie Actions via the European ITN SMARTNET No. 316656.

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Contributions

C.G.P., R.S., I.R.S and R.V.U. conceived and designed the experiments. C.G.P., R.S., I.R.S. and H.S. performed the experiments. C.G.P., R.S., I.R.S. and R.V.U. analysed the data. T.W. performed the TEM and cryo-TEM experiments. N.W. performed the rheological experiments. C.G.P. and V.N. performed the AFM experiments. R.A. performed the LC–MS experiments. C.G.P. and R.V.U. co-wrote the paper.

Corresponding author

Correspondence to Rein V. Ulijn.

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Pappas, C., Shafi, R., Sasselli, I. et al. Dynamic peptide libraries for the discovery of supramolecular nanomaterials. Nature Nanotech 11, 960–967 (2016). https://doi.org/10.1038/nnano.2016.169

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