• No results found

3. Experimental Secondary Structural Characterisation

3.4 Conclusions

3.4.2 Outlook

The characteristic features associated with α-helical structure in peptides are present in the CD spectra for the peptoids, despite the lack of amide hydrogen prohibiting the

3. Experimental Secondary Structural Characterisation

formation of inter-backbone hydrogen bond stabilised structures in peptoids. The spectra we collected also resemble the spectra of pure N spe peptoid helices and variations thereof published in the literature [5, 31, 36, 63]. It therefore seems likely that the inclusion of N spe residues in the primary sequences that we have studied is responsible for inducing their helical secondary structure. This is clearly demonstrated in the case of substituting N spe for its opposite handed counterpart N rpe, or the similar but achiral N phe. The former inverts the CD spectrum and the latter results in a the total loss of CD signal. Additionally, within the repeat motif sequences the total percentage of chiral N spe residues varies and the CD spectra increase in intensity as the overall proportion of N spe increases, indicating that the sequences become more helical. These results demonstrate the power of the choice of chiral monomer in controlling the overall secondary structure, including its handedness.

While the increase in helical character with increasing proportion of N spe was perhaps predictable, less so was the influence of the structure of the charged side chain group. Peptoids with N ae side chains appear to be less helical than their identical sequence counterparts with the longer N Lys side chains. This was observed to be the case, without exception, for every sequence explored within this chapter. The physical reasons for this cannot be inferred from CD spectra alone, however it could result from the increased length and therefore flexibility of N Lys relative to N ae allowing sequences to rearrange, minimising electrostatic repulsions and allowing the peptoid backbone to adopt a folded conformation at lesser cost.

In addition, across the library as a whole, the N Lys sequences were considerably more varied in spectral intensity and shape than their N ae counterparts. This indicates that the former side chain is a better choice for the development of combinatorial libraries with conformational diversity than the latter. It would be interesting to investigate the structure of additional peptoids with the same primary sequences as those studied here but with charged side chains of varying length. The peptoid analogue of ornithine would be a good starting point for such an investigation as it is intermediate in length between N ae and N Lys but otherwise structurally analogous. Further investigations into the ef- fect of altering the length of the charged side chain group in these sequences may also provide insight into the self-association which is observed in (N aeN speN spe)3 but not (N LysN speN spe)3.

The conformational diversity within the scrambled sequence spectra is very difficult to correlate to any particular property of the the primary sequences. It seems likely that the positioning of both the charged and the aromatic residues affect the overall secondary structure and therefore it is difficult to de-convolute the effect of each of these on any individual spectrum. Further investigation into a new library of sequences with systematic substitution of residues in particular positions may help rationalise our results here in the

3. Experimental Secondary Structural Characterisation

future. Nevertheless, we have clearly demonstrated that sequences that do not contain a standard repeating motif of residues do still adopt stable helical conformations in aqueous solution. These structures are thermally robust over a wide range of temperatures, as are the repeat motif sequences. This is a strong indication that the helices formed in peptoids are stabilised by non-covalent interactions.

The spectral intensity for the peptoids is increased in octanol relative to PBS, with the intensity of the second minima greatly enhanced relative to the first. This indicates that the peptoids adopt a distinctly different structural conformations in the two solvent conditions, evident in the change in overall spectral shape. This provides the basis for the work in the following chapters, where we investigate these structural differences compu- tationally and then use them to examine the nature of interactions between peptoids and model biological membranes, via CD spectroscopy.

References: Chapter 3

[1] R. N. Zuckermann, “Peptoid origins.”, Biopolymers 2011, 96, 545–55.

[2] T. J. Sanborn, C. W. Wu, R. N. Zuckermann, A. E. Barron, “Extreme stability of helices formed by water- soluble poly-N-substituted glycines (polypeptoids) with alpha-chiral side chains”, Biopolymers 2002, 63, 12–20.

[3] J. R. Stringer, J. A. Crapster, I. A. Guzei, H. E. Blackwell, “Extraordinarily Robust Polyproline Type I Peptoid Helices Generated via the Incorporation of α-Chiral Aromatic N-1- Naphthylethyl Side Chains”, Journal of the American Chemical Society 2012, 100, 130–134.

[4] C. W. Wu, K. Kirshenbaum, T. J. Sanborn, J. a. Patch, K. Huang, K. a. Dill, R. N. Zuckermann, A. E. Barron, “Structural and spectroscopic studies of peptoid oligomers with alpha-chiral aliphatic side chains.”, Journal of the American Chemical Society 2003, 125, 13525–13530.

[5] P. Armand, K. Kirshenbaum, A. Falicov, R. L. Dunbrack, K. A. Dill, R. N. Zuckermann, F. E. Cohen, “Chiral N-substituted glycines can form stable helical conformations”, Folding and Design 1997, 2, 369–375. [6] R. V. Mannige, T. K. Haxton, C. Proulx, E. J. Robertson, A. Battigelli, G. L. Butterfoss, R. N. Zuckermann,

S. Whitelam, “Peptoid nanosheets exhibit a new secondary-structure motif”, Nature 2015, 526, 415–420. [7] S. A. Fowler, H. E. Blackwell, “Structure-function relationships in peptoids: recent advances toward deci-

phering the structural requirements for biological function.”, Organic & Biomolecular Chemistry 2009, 7, 1508–1524.

[8] G. N. Ramachandran, C. Ramakrishnan, V. Sasisekharan, “Stereochemistry of Polypeptide Chain Configu- rations”, Journal of Molecular Biology 1963, 7, 96–99.

[9] ProBuilder Online.

[10] L. Pauling, R. Corey, H. Branson, “The structure of proteins: Two hydrogen bonded configurations of the polypeptide chain”, Proceedings of the National Academy of Sciences of the United States of America 1951, 37, 205–211.

[11] B. Haimov, S. Srebnik, “A closer look into the α -helix basin”, Scientific Reports 2016, 6, 1–12.

[12] R. S. Harrison, N. E. Shepherd, H. N. Hoang, G. Ruiz-g´omez, T. A. Hill, R. W. Driver, V. S. Desai, P. R. Young, G. Abbenante, D. P. Fairlie, “Downsizing human , bacterial , and viral proteins to short water-stable alpha helices that maintain biological potency”, Proceedings of the National Academy of Sciences of the United States of America 2010, 1–6.

[13] M. Wolny, M. Batchelor, G. J. Bartlett, E. G. Baker, M. Kurzawa, P. J. Knight, L. Dougan, D. N. Woolfson, E. Paci, M. Peckham, “Characterization of long and stable de novo single alpha-helix domains provides novel insight into their stability”, Scientific Reports 2017, 1–14.

[14] B. H. Zimm, J. K. Bragg, “Theory of the Phase Transition between Helix and Random Coil in Polypeptide”, Journal of Chemical Physics 1959, 31, 526–535.

[15] R. Aurora, T. P. Creamer, G. D. Rose, “Local Interactions in Protein Folding : Lessons from the alpha-Helix”, Journal of Biological Chemistry 1997, 272, 1413–1416.

[16] Y. Levy, J. Jortner, O. M. Becker, “Solvent effects on the energy landscapes and folding kinetics of polyala- nine”, Proceedings of the National Academy of Sciences 2001, 98, 2188–2193.

References: Chapter 3

[18] M. E. Karpen, P. L. de Haseth, K. E. Neet, “Differences in the amino acid distributions of 310 -helixes and alpha- helixes”, Protein Science 1992, 1, 1333–1342.

[19] R. B. Baybutt, “The π helix-a hydrogen bonded configuration of the polypeptide chain”, Journal of the American Chemical Society 1952, 74, 5806–5807.

[20] R. B. Cooleya, D. J. Arp, P. A. Karplusa, “Evolutionary origin of a secondary structure: π-helices as cryptic but widespread insertional variations of α-helices enhancing protein functionality”, Journal of Molecular Biology 2010, 404, 232–246.

[21] M. Moradi, V. Babin, C. Roland, C. Sagui, “A classical molecular dynamics investigation of the free energy and structure of short polyproline conformers”, Journal of Chemical Physics 2010, 133.

[22] M. Moradi, V. Babin, C. Roland, T. A. Darden, C. Sagui, “Conformations and free energy landscapes of polyproline peptides”, Proceedings of the National Academy of Sciences of the United States of America 2009, 106, 20746–20751.

[23] B. M. Bulheller, A. Rodger, J. D. Hirst, “Circular and linear dichroism of proteins.”, Physical Chemistry Chemical Physics 2007, 9, 2020–2035.

[24] C. Toniolo, A. Polese, F. Formaggio, M. Crisma, J. Kamphuis, “ Circular Dichroism Spectrum of a Peptide 3 10 -Helix ”, Journal of the American Chemical Society 2002, 118, 2744–2745.

[25] C. Tonlolo, E. Benedetti, “The polypeptide 310-helix”, Trends in Biochemical Sciences 1991, 16, 350–353. [26] N. H. Andersen, Z. Liu, K. S. Prickett, “Efforts toward deriving the CD spectrum of a 310 helix in aqueous

medium”, FEBS Letters 1996, 399, 47–52.

[27] P. Armand, K. Kirshenbaum, R. A. Goldsmith, S. Farr-Jones, A. Barron, K. T. V. Truong, K. A. Dill, D. F. Mierke, F. E. Cohen, R. N. Zuckermann, E. K. Bradley, “NMR determination of the major solution conformation of a peptoid pentamer with chiral side chains”, Proceedings of the National Academy of Sciences of the United States of America 1998, 95, 4309–4314.

[28] K. Kirshenbaum, A. E. Barron, R. A. Goldsmith, P. Armand, E. K. Bradley, K. T. V. Truong, K. A. Dill, F. E. Cohen, R. N. Zuckermann, “Sequence-specific polypeptoids: a diverse family of heteropolymers with stable secondary structure”, Proceedings of the National Academy of Sciences of the United States of America 1998, 95, 4303–4308.

[29] N. P. Chongsiriwatana, J. A. Patch, A. M. Czyzewski, M. T. Dohm, A. Ivankin, D. Gidalevitz, R. N. Zuck- ermann, A. E. Barron, “Peptoids that mimic the structure, function, and mechanism of helical antimicrobial peptides.”, Proceedings of the National Academy of Sciences of the United States of America 2008, 105, 2794–2799.

[30] C. M. Darapaneni, P. J. Kaniraj, G. Maayan, “Water soluble hydrophobic peptoids via a minor backbone modification”, Organic and Biomolecular Chemistry 2018, 16, 1480–1488.

[31] C. W. Wu, T. J. Sanborn, R. N. Zuckermann, A. E. Barron, “Peptoid oligomers with alpha-chiral, aromatic side chains: Effects of chain length on secondary structure”, Journal of the American Chemical Society 2001, 123, 2958–2963.

[32] H. M. Shin, C. M. Kang, M. H. Yoon, J. Seo, “Peptoid helicity modulation: precise control of peptoid secondary structures via position-specific placement of chiral monomers”, Chemical Communications 2014, 50, 4465–4468.

[33] B. C. Gorske, B. L. Bastian, G. D. Geske, H. E. Blackwell, “Local and tunable nπ* interactions regulate amide isomerism in the peptoid backbone”, Journal of the American Chemical Society 2007, 129, 8928– 8929.

[34] J. R. Stringer, J. A. Crapster, I. A. Guzei, H. E. Blackwell, “Construction of peptoids with all trans -amide backbones and peptoid reverse turns via the tactical incorporation of N -aryl side chains capable of hydrogen bonding”, Journal of Organic Chemistry 2010, 75, 6068–6078.

[35] B. C. Gorske, J. R. Stringer, B. L. Bastian, S. A. Fowler, H. E. Blackwell, “New strategies for the design of folded peptoids revealed by a survey of noncovalent interactions in model systems”, Journal of the American Chemical Society 2009, 131, 16555–16567.

References: Chapter 3

[36] K. Huang, C. W. Wu, T. J. Sanborn, J. A. Patch, K. Kirshenbaum, R. N. Zuckermann, A. E. Barron, I. Radhakrishnan, “A threaded loop conformation adopted by a family of peptoid nonamers”, Journal of the American Chemical Society 2006, 128, 1733–1738.

[37] J. A. Crapster, I. A. Guzei, H. E. Blackwell, “A Peptoid Ribbon Secondary Structure”, AngewandteChemie 2014, 52, 5079–5084.

[38] B. C. Gorske, E. M. Mumford, C. G. Gerrity, I. Ko, “A Peptoid Square Helix via Synergistic Control of Backbone Dihedral Angles”, Journal of the American Chemical Society 2017, 139, 8070–8073.

[39] S. B. Y. Shin, B. Yoo, L. J. Todaro, K. Kirshenbaum, “Cyclic peptoids”, Journal of the American Chemical Society 2007, 129, 3218–3225.

[40] J. K. Pokorski, L. M. Miller Jenkins, H. Feng, S. R. Durell, Y. Bai, D. H. Appella, “Introduction of a triazole amino acid into a peptoid oligomer induces turn formation in aqueous solution”, Organic Letters 2007, 9, 2381–2383.

[41] E. J. Robertson, G. K. Olivier, M. Qian, C. Proulx, R. N. Zuckermann, G. L. Richmond, E. J. Robertson, G. K. Olivier, M. Qian, C. Proulx, R. N. Zuckermann, G. L. Richmond, “Assembly and molecular order of two-dimensional peptoid nanosheets through the oil–water interface”, Proceedings of the National Academy of Sciences 2014, 111, 13284–13289.

[42] E. J. Robertson, A. Battigelli, C. Proulx, R. V. Mannige, T. K. Haxton, L. Yun, S. Whitelam, R. N. Zuckermann, “Design, Synthesis, Assembly, and Engineering of Peptoid Nanosheets”, Accounts of Chemical Research 2016, 49, 379–389.

[43] J. Sun, X. Jiang, R. Lund, K. H. Downing, N. P. Balsara, R. N. Zuckermann, “Self-assembly of crystalline nanotubes from monodisperse amphiphilic diblock copolypeptoid tiles”, Proceedings of the National Academy of Sciences of the United States of America 2016, 113, 3954–3959.

[44] S. B. Vollrath, C. Hu, S. Br¨ase, K. Kirshenbaum, “Peptoid nanotubes: An oligomer macrocycle that reversibly sequesters water via single-crystal-to-single-crystal transformations”, Chemical Communications 2013, 49, 2317–2319.

[45] Y. Luo, Y. Song, M. Wang, T. Jian, S. Ding, P. Mu, Z. Liao, Q. Shi, X. Cai, H. Jin, D. Du, W. Dong, C. Chen, Y. Lin, “Peptoid Nanotubes: Bioinspired Peptoid Nanotubes for Targeted Tumor Cell Imaging and Chemo-Photodynamic Therapy”, Small 2019, 15.

[46] H. Jin, Y. H. Ding, M. Wang, Y. Song, Z. Liao, C. J. Newcomb, X. Wu, X. Q. Tang, Z. Li, Y. Lin, F. Yan, T. Jian, P. Mu, C. L. Chen, “Designable and dynamic single-walled stiff nanotubes assembled from sequence-defined peptoids”, Nature Communications 2018, 9, 1–11.

[47] S. M. Miller, R. J. Simon, S. Ng, R. N. Zuckermann, J. M. Kerr, W. H. Moos, “Proteolytic studies of homologous peptide and N-substituted glycine peptoid oligomers”, Bioorganic and Medicinal Chemistry Letters 1994, 4, 2657–2662.

[48] H. W. Huang, “Molecular mechanism of antimicrobial peptides: The origin of cooperativity”, Biochimica et Biophysica Acta - Biomembranes 2006, 1758, 1292–1302.

[49] Y. H. Chen, J. T. Yang, H. M. Martinez, “Determination of the Secondary Structures of Proteins by Circular Dichroism and Optical Rotatory Dispersion”, Biochemistry 1972, 11, 4120–4131.

[50] B. Vaz, L. Brunsveld, “Stable helical peptoids via covalent side chain to side chain cyclization”, Organic and Biomolecular Chemistry 2008, 6, 2988–2994.

[51] S. Padmanabhan, E. J. York, J. M. Stewart, R. L. Baldwin, “Helix propensities of basic amino acids increase with the length of the side-chain”, Journal of Molecular Biology 1996, 257, 726–734.

[52] T. P. Creamer, G. D. Rose, “Alpha-helix forming propensities in peptides and proteins”, PROTEINS: Structure Function and Bioinformatics 1994, 19, 85–97.

[53] Y. Chen, B. A. Wallace, “Secondary solvent effects on the circular dichroism spectra of polypeptides in non-aqueous environments: Influence of polarisation effects on the far ultraviolet spectra of alamethicin”, Biophysical Chemistry 1997, 65, 65–74.

References: Chapter 3

[54] B. A. Wallace, J. G. Lees, A. J. W. Orry, A. Lobely, R. W. Janes, “Analyses of circular dichroism spectra of membrane proteins.”, Protein Science 2003, 12, 875–884.

[55] N. E. Zhou, C. M. Kay, R. S. Hodgess, “Synthetic Model Proteins: Positional effects of interchain hydrophobic interactions on stability of two-stranded a-helical coiled-coils”, Journal of Biological Chemistry 1992, 4, 2664–2670.

[56] M. G. Wuo, A. B. Mahon, P. S. Arora, “An Effective Strategy for Stabilizing Minimal Coiled Coil Mimetics”, Journal of the American Chemical Society 2015, 137, 11618–11621.

[57] A. A. Fuller, J. Huber, C. J. Jimenez, K. M. Dowell, S. Hough, A. Ortega, K. N. McComas, J. Kunkel, P. Asuri, “Solution effects on the self-association of a water-soluble peptoid”, Biopolymers 2018.

[58] K. M. Armstrong, R. L. Baldwin, “Charged histidine affects α-helix stability at all positions in the helix by interacting with the backbone charges”, Proceedings of the National Academy of Sciences of the United States of America 1993, 90, 11337–11340.

[59] R. Gautier, D. Douguet, B. Antonny, G. Drin, “HELIQUEST: A web server to screen sequences with specific α-helical properties”, Bioinformatics 2008, 24, 2101–2102.

[60] Y. Chen, M. T. Guarnieri, A. I. Vasil, M. L. Vasil, C. T. Mant, R. S. Hodges, “Role of peptide hydrophobicity in the mechanism of action of α-helical antimicrobial peptides”, Antimicrobial Agents and Chemotherapy 2007, 51, 1398–1406.

[61] N. J. Greenfield, “Using circular dichroism collected as a function of temperature to determine the thermo- dynamics of protein unfolding and binding interactions”, Nature Protocols 2006, 1, 2527–2535.

[62] J. Sun, R. N. Zuckermann, “Peptoid polymers: A highly designable bioinspired material”, ACS Nano 2013, 7, 4715–4732.

[63] H. L. Bolt, C. E. Williams, R. V. Brooks, R. N. Zuckermann, S. L. Cobb, E. H. Bromley, “Log D versus HPLC derived hydrophobicity: The development of predictive tools to aid in the rational design of bioactive peptoids”, Biopolymers 2017, 108, 1–7.

4.0

Computational Structure Prediction

In this chapter we use molecular dynamics (MD) to study peptoid secondary structure. The results presented here concern the adaptation of the General Amber Force Field for peptoid simulations and subsequent investigation of the structural preferences of the repeat motif sequences in water and octanol. Results are discussed in the context of the experimental data presented previously and the literature on peptoid simulation, which is reviewed at the beginning of this chapter.

4.1

Introduction and Review of Literature

Application of computational techniques to the study of peptoids could be extremely use- ful in understanding relationships between primary sequence and secondary structure. In particular, such methods can reveal molecular level details which are inaccessible by ex- perimental techniques. Since the first attempts at computational peptoid studies, these have been enhancing our understanding of the peptoid folding and stabilisation process by enabling researchers to examine in detail the conformational rearrangements of pep- toids in various conditions. A review of the published efforts to elucidate precise peptoid secondary structural characteristics is presented in the following sections. This concerns the application of quantum chemical methods to predict the properties of small model systems and subsequently attempts to accurately capture peptoid behaviour through the use of MD with atomistic force fields.

4.1.1

Strategies for Peptoid Simulation

The computational approaches to peptoid structure prediction have largely followed the same routes as those applied to protein folding. Unlike protein and peptide simulation however, the field of peptoid simulation is still relatively new and there is considerable scope for development [1]. Ab initio methods, which are too computationally expensive to apply to large systems, have been carried out on peptoid monomers and fragments [2–4]. The data obtained from these calculations has been utilised in building atomistic models and coarse grained models in turn [1]. Due to the highly involved and time-consuming