Topological side-chain classification of β-turns: Ideal motifs for peptidomimetic development

Summaryβ-turns are important topological motifs for biological recognition of proteins and peptides. Organic molecules that sample the side chain positions of β-turns have shown broad binding capacity to multiple different receptors, for example benzodiazepines. β-turns have traditionally been classified into various types based on the backbone dihedral angles (φ2, ψ2, φ3 and ψ3). Indeed, 57–68% of β-turns are currently classified into 8 different backbone families (Type I, Type II, Type I′, Type II′, Type VIII, Type VIa1, Type VIa2 and Type VIb and Type IV which represents unclassified β-turns). Although this classification of β-turns has been useful, the resulting β-turn types are not ideal for the design of β-turn mimetics as they do not reflect topological features of the recognition elements, the side chains. To overcome this, we have extracted β-turns from a data set of non-homologous and high-resolution protein crystal structures. The side chain positions, as defined by Cα–Cβ vectors, of these turns have been clustered using the kth nearest neighbor clustering and filtered nearest centroid sorting algorithms. Nine clusters were obtained that cluster 90% of the data, and the average intra-cluster RMSD of the four Cα–Cβ vectors is 0.36. The nine clusters therefore represent the topology of the side chain scaffold architecture of the vast majority of β-turns. The mean structures of the nine clusters are useful for the development of β-turn mimetics and as biological descriptors for focusing combinatorial chemistry towards biologically relevant topological space.

[1]  J. Thornton,et al.  Analysis and prediction of the different types of β-turn in proteins , 1988 .

[2]  E. Forgy,et al.  Cluster analysis of multivariate data : efficiency versus interpretability of classifications , 1965 .

[3]  J. Thornton,et al.  A revised set of potentials for β‐turn formation in proteins , 1994 .

[4]  Robert R. Sokal,et al.  A statistical method for evaluating systematic relationships , 1958 .

[5]  P Argos,et al.  Hydrophobic patches on protein subunit interfaces: Characteristics and prediction , 1997, Proteins.

[6]  E Lunney,et al.  Multiple binding modes for the receptor-bound conformations of cyclic AII agonists. , 1993, Journal of medicinal chemistry.

[7]  W. Kabsch,et al.  Dictionary of protein secondary structure: Pattern recognition of hydrogen‐bonded and geometrical features , 1983, Biopolymers.

[8]  P. Y. Chou,et al.  β-turns in proteins☆ , 1977 .

[9]  John A. Katzenellenbogen,et al.  Design, Synthesis, and Conformational Analysis of a Proposed Type I β-Turn Mimic , 1998 .

[10]  R L Stanfield,et al.  Crystal structures of an antibody to a peptide and its complex with peptide antigen at 2.8 A. , 1992, Science.

[11]  Vincenzo Pavone,et al.  A Novel Rigid -Turn Molecular Scaffold , 1998 .

[12]  A B Smith,et al.  Synthesis of potent cyclic hexapeptide NK-1 antagonists. Use of a minilibrary in transforming a peptidal somatostatin receptor ligand into an NK-1 receptor ligand via a polyvalent peptidomimetic. , 1996, Journal of medicinal chemistry.

[13]  G R Marshall,et al.  Three-dimensional recognition requirements for angiotensin agonists: a novel solution for an old problem. , 1993, Biochemical and biophysical research communications.

[14]  J A Wells,et al.  Binding in the growth hormone receptor complex. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[15]  H. Wolfson,et al.  Protein-protein interfaces: architectures and interactions in protein-protein interfaces and in protein cores. Their similarities and differences. , 1996, Critical reviews in biochemistry and molecular biology.

[16]  I. Wilson,et al.  Structural evidence for induced fit as a mechanism for antibody-antigen recognition. , 1994, Science.

[17]  S. Jois,et al.  Design of β-turn Based Therapeutic Agents , 2003 .

[18]  Jürgen Drews,et al.  Innovation Deficit in the Pharmaceutical Industry , 1996 .

[19]  Paul F. Alewood,et al.  Conformational constraints: Nonpeptide β‐turn mimics , 1990 .

[20]  Vadim M Govorun,et al.  Protein‐protein interactions as a target for drugs in proteomics , 2003, Proteomics.

[21]  Samuel H. Gellman,et al.  β-Turn and β-Hairpin Mimicry with Tetrasubstituted Alkenes , 1999 .

[22]  A. Stevens,et al.  Computational design strategies for combinatorial libraries. , 2003, Current opinion in chemical biology.

[23]  Kazuki Sato,et al.  Bicyclic turned dipeptide (BTD) as a β-turn mimetic; its design, synthesis and incorporation into bioactive peptides , 1993 .

[24]  William D. Lubell,et al.  Use of Steric Interactions To Control Peptide Turn Geometry. Synthesis of Type VI beta-Turn Mimics with 5-tert-Butylproline. , 1999, The Journal of organic chemistry.

[25]  G. Müller,et al.  Medicinal chemistry of target family-directed masterkeys. , 2003, Drug discovery today.

[26]  Esther Kellenberger,et al.  α-helix mimicry of a β-turn , 1998 .

[27]  Kevin Burgess,et al.  A new solid-phase linker for Suzuki coupling with concomitant macrocyclization: synthesis of β-turn mimics , 1999 .

[28]  Garland R. Marshall,et al.  Electrochemical Cyclization of Dipeptides toward Novel Bicyclic, Reverse-Turn Peptidomimetics. 1. Synthesis and Conformational Analysis of 7,5-Bicyclic Systems , 1995 .

[29]  G. Rose,et al.  Turns in peptides and proteins. , 1985, Advances in protein chemistry.

[30]  J. Baik,et al.  Type I beta-turn conformation is important for biological activity of the melanocyte-stimulating hormone analogues. , 1999, European journal of biochemistry.

[31]  J. Drews,et al.  Drug Development: The role of innovation in drug development , 1997, Nature Biotechnology.

[32]  Garland R. Marshall,et al.  Conformational Analysis of Reverse-Turn Constraints by N-Methylation and N-Hydroxylation of Amide Bonds in Peptides and Non-Peptide Mimetics , 1998 .

[33]  Herbert Waldmann,et al.  From protein domains to drug candidates-natural products as guiding principles in the design and synthesis of compound libraries. , 2002, Angewandte Chemie.

[34]  D V Reddy,et al.  NMR studies on the structure of some cyclic and linear antagonists of luteinizing hormone-releasing hormone (LHRH). , 1995, International journal of peptide and protein research.

[35]  Ruth F. Nutt,et al.  Synthesis of nonreducible bicyclic analogs of somatostatin , 1980 .

[36]  D. Veber,et al.  Bioactive conformation of luteinizing hormone-releasing hormone: evidence from a conformationally constrained analog. , 1980, Science.

[37]  J. Thornton,et al.  Beta-turns and their distortions: a proposed new nomenclature. , 1990, Protein engineering.

[38]  J. Richardson,et al.  The anatomy and taxonomy of protein structure. , 1981, Advances in protein chemistry.

[39]  W. C. Ripka,et al.  Protein β-turn mimetics I. Design, synthesis, and evaluation in model cyclic peptides. , 1993 .

[40]  Michael R. Anderberg,et al.  Cluster Analysis for Applications , 1973 .

[41]  H. Wolfson,et al.  Studies of protein‐protein interfaces: A statistical analysis of the hydrophobic effect , 1997, Protein science : a publication of the Protein Society.

[42]  Chris M. W. Ho,et al.  FOUNDATION: A program to retrieve all possible structures containing a user-defined minimum number of matching query elements from three-dimensional databases , 1993, J. Comput. Aided Mol. Des..

[43]  G J Williams,et al.  The Protein Data Bank: a computer-based archival file for macromolecular structures. , 1977, Journal of molecular biology.

[44]  Peter Willett,et al.  Pharmacophoric pattern matching in files of 3-D chemical structures: election of interatomic distance screens , 1986 .

[45]  Philip M. Dean,et al.  Design criteria for molecular mimics of fragments of the β-turn. 1. Cα atom analysis , 1999, J. Comput. Aided Mol. Des..

[46]  Roger M. Freidinger,et al.  Approaches to peptidomimetics which serve as surrogates for the cis amide bond: novel disulfide-constrained bicyclic hexapeptide analogs of somatostatic. , 1993 .

[47]  Douglas A. Horton,et al.  The combinatorial synthesis of bicyclic privileged structures or privileged substructures. , 2003, Chemical reviews.

[48]  Chris M. W. Ho,et al.  Metal complexes of chiral pentaazacrowns as conformational templates for β-turn recognition , 2002, J. Comput. Aided Mol. Des..

[49]  D C Horwell,et al.  Preparation of Dipeptoid Mimetics for the Tetrapeptide Cholecystokinin, CCK(30–33) , 1996, The Journal of pharmacy and pharmacology.

[50]  P. Andrews,et al.  β-turn topography , 1993 .

[51]  D J Kyle,et al.  NMR and computational evidence that high-affinity bradykinin receptor antagonists adopt C-terminal beta-turns. , 1993, Journal of medicinal chemistry.

[52]  R. Nussinov,et al.  Hydrogen bonds and salt bridges across protein-protein interfaces. , 1997, Protein engineering.

[53]  C. Venkatachalam Stereochemical criteria for polypeptides and proteins. V. Conformation of a system of three linked peptide units , 1968, Biopolymers.

[54]  V J Hruby,et al.  Conformational restrictions of biologically active peptides via amino acid side chain groups. , 1982, Life sciences.

[55]  A T Brünger,et al.  Three-dimensional structure of an angiotensin II-Fab complex at 3 A: hormone recognition by an anti-idiotypic antibody. , 1992, Science.

[56]  Joseph M. Salvino,et al.  De novo design and synthesis of somatostatin non-peptide peptidomimetics utilizing beta-D-glucose as a novel scaffolding , 1993 .

[57]  Pr Andrews,et al.  A one‐variable topographical descriptor for the β‐turns of peptides and proteins , 1990 .

[58]  Philip M. Dean,et al.  Design criteria for molecular mimics of fragments of the β-turn. 2. Cα–Cβ bond vector analysis , 1999, J. Comput. Aided Mol. Des..

[59]  R. Murphy,et al.  The preparation of a C-terminal gastrin peptide containing a synthetic B-bend mimetic , 1988 .