Targeting the SH3 domain of human osteoclast‐stimulating factor with rationally designed peptoid inhibitors

Human osteoclast‐stimulating factor (hOSF) is an intracellular protein produced by osteoclasts that induces osteoclast formation and bone resorption. The protein contains a modular Src homology 3 (SH3) domain that mediates the intermolecular recognition and interaction of hOSF with its biological partners. Here, we proposed targeting the hOSF SH3 domain to disrupt hOSF–partner interactions for bone disease therapy by using SH3 inhibitors. In the procedure, the primary sequences of three known hOSF‐interacting proteins (c‐Src, SMN and Sam68) were parsed, from which totally 31 octapeptide segments that contain the core SH3‐binding motif PXXP were extracted, and their binding behavior to hOSF SH3 domain was investigated at structural level using a biomolecular modeling protocol. Several SH3‐binding candidates were identified theoretically and then determined to have high or moderate affinity for the domain using fluorescence spectroscopy assays. One potent peptide ⁴²⁵APP ARP VK⁴³² (K_d = 3.2 μM), which corresponds to the residues 425–432 of Sam68 protein, was used as template to derive N substitution of peptides (peptoids). Considering that proline is the only endogenous N‐substituted amino acid that plays a critical role in SH3–peptide binding, the substitution was addressed at the two key proline residues (Pro427 and Pro430) of the template peptide with nine N‐substituted amino acid types. By systematically evaluating the structural and energetic effects of different N‐substituted amino acids presenting at the two proline sites on peptide binding, we rationally designed five peptoid inhibitors and then determined in vitro their binding affinity to hOSF SH3 domain. Consequently, two designed peptoids APP AR( N ‐Clp) VK and APP AR( N ‐Ffa) VK with Pro430 replaced by N‐Clp and N‐Ffa were confirmed to have increased (K_d = 0.87 μM) and comparable (K_d = 2.9 μM) affinities relative to the template, respectively. In addition, we also found that the Pro427 residue plays an essential role in restricting peptide/peptoid conformations to polyproline II (PPII) helix as the basic requirement of SH3 binding so that the residue cannot be modified. Copyright © 2016 European Peptide Society and John Wiley & Sons, Ltd.     

Stability and peptide binding affinity of an SH3 domain from the Caenorhabditis elegans signaling protein Sem-5.

We have determined the thermodynamic stability and peptide binding affinity of the carboxy-terminal Src homology 3 (SH3) domain from the Caenorhabditis elegans signal-transduction protein Sem-5. Despite its small size (62 residues) and lack of disulfide bonds, this domain is highly stable to thermal denaturation--at pH 7.3, the protein has a Tm of 73.1 degrees C. Interestingly, the protein is not maximally stable at neutral pH, but reaches a maximum at around pH 4.7 (Tm approximately equal to 80 degrees C). Increasing ionic strength also stabilizes the protein, suggesting that 1 or more carboxylate ions are involved in a destabilizing electrostatic interaction. By guanidine hydrochloride denaturation, the protein is calculated to have a free energy of unfolding of 4.1 kcal/mol at 25 degrees C. We have also characterized binding of the domain to 2 different length proline-rich peptides from the guanine nucleotide exchange factor, Sos, one of Sem-5's likely physiological ligands in cytoplasmic signal transduction. Upon binding, these peptides cause about a 2-fold increase in fluorescence intensity. Both bind with only modest affinities (Kd approximately equal to 30 microM), lower than some previous estimates for SH3 domains. By fluorescence, the domain also appears to associate with the homopolymer poly-L-proline in a similar fashion.     

Molecular design and optimization of hepatic cancer SLP76‐derived PLCγ1 SH3‐binding peptide with the systematic N‐substitution of peptide PXXP motif

The phospholipase Cγ1 (PLCγ1) is essential for T‐cell signaling and activation in hepatic cancer immune response, which has a regulatory Src homology 3 (SH3) domain that can specifically recognize and interact with the PXXP‐containing decapeptide segment (¹⁸⁵QP P VP P QRPM¹⁹⁴, termed as SLP76^185–194 peptide) of adaptor protein SLP76 following T‐cell receptor ligation. The isolated peptide can only bind to the PLCγ1 SH3 domain with a moderate affinity due to lack of protein context support. Instead of the traditional natural residue mutagenesis that is limited by low structural diversity and shifted target specificity, we herein attempt to improve the peptide affinity by replacing the two key proline residues Pro187 and Pro190 of SLP76^185–194 PXXP motif with nonnatural N‐substituted amino acids, as the proline is the only endogenous N‐substituted amino acid. The replacement would increase peptide flexibility but can restore peptide activity by establishing additional interactions with the domain. Structural analysis reveals that the domain pocket can be divided into a large amphipathic region and a small negatively charged region; they accommodate hydrophobic, aromatic, polar, and moderate‐sized N‐substituted amino acid types. A systematic replacement combination profile between the peptide residues Pro187 and Pro190 is created by structural modeling, dynamics simulation, and energetics analysis, from which six improved and two reduced N‐substituted peptides as well as native SLP76^185–194 peptide are identified and tested for their binding affinity to the recombinant protein of the human PLCγ1 SH3 domain using fluorescence‐based assays. Two N‐substituted peptides, SLP76^185–194(N‐Leu187/N‐Gln190) and SLP76^185–194(N‐Thr187/N‐Gln190), are designed to have high potency (K_d = 0.67 ± 0.18 and 1.7 ± 0.3 μM, respectively), with affinity improvement by, respectively, 8.5‐fold and 3.4‐fold relative to native peptide (K_d = 5.7 ± 1.2 μM).     

Crystal structure of the SH3 domain of betaPIX in complex with a high affinity peptide from PAK2

The p21-activated kinases (PAKs) are important effector proteins of the small GTPases Cdc42 and Rac and control cytoskeletal rearrangements and cell proliferation. The direct interaction of PAKs with guanine nucleotide exchange factors from the PIX/Cool family, which is responsible for the localization of PAK kinases to focal complexes in the cell, is mediated by a 24-residue peptide segment in PAKs and an N-terminal src homology 3 (SH3) domain in PIX/Cool. The SH3-binding segment of PAK contains the atypical consensus-binding motif PxxxPR, which is required for unusually high affinity binding. In order to understand the structural basis for the high affinity and specificity of the PIX-PAK interaction, we solved crystal structures for the N-terminal SH3 domain of betaPIX and for the complex of the atypical binding segment of PAK2 with the N-terminal SH3 domain of betaPIX at 0.92 A and 1.3A resolution, respectively. The asymmetric unit of the crystal contains two SH3 domains and two peptide ligands. The bound peptide adopts a conformation that allows for intimate contacts with three grooves on the surface of the SH3 domain that lie between the n-Src and RT-loops. Most notably, the arginine residue of the PxxxPR motif forms a salt-bridge and is tightly coordinated by a number of residues in the SH3 domain. This arginine-specific interaction appears to be the key determinant for the high affinity binding of PAK peptides. Furthermore, C-terminal residues of the peptide engage in additional interactions with the surface of the RT-loop, which significantly increases binding specificity. Compared to a recent NMR structure of a similar complex, our crystal structure reveals an alternate binding mode. Finally, we compare our crystal structure with the recently published betaPIX/Cbl-b complex structure, and suggest the existence of a molecular switch.     

4-Fluoroproline derivative peptides: effect on PPII conformation and SH3 affinity.

Eukaryotic signal transduction involves the assembly of transient protein-protein complexes mediated by modular interaction domains. Specific Pro-rich sequences with the consensus core motif PxxP adopt the PPII helix conformation upon binding to SH3 domains. For short Pro-rich peptides, little or no ordered secondary structure is usually observed before binding interactions. The association of a Pro-rich peptide with the SH3 domain involves unfavorable binding entropy due to the loss of rotational freedom on forming the PPII helix. With the aim of stabilizing the PPII helix conformation in the Pro-rich HPK1 decapeptide PPPLPPKPKF (P2), a series of P2 analogues was prepared, in which specific Pro positions were alternatively occupied by 4(S)- or 4(R)-4-fluoro-L-proline. The interactions of these peptides with the SH3 domain of the HPK1-binding partner HS1 were quantitatively analyzed by the NILIA-CD approach. A CD thermal analysis of the P2 analogues was performed to assess their propensity to adopt the PPII helix conformation. Contrary to our expectations, the K(d) values of the analogues were lower than that of the parent peptide P2. These results clearly show that the induction of a stable PPII helix conformation in short Pro-rich peptides is not sufficient to increase their affinity toward the SH3 domain and that the effect of 4-fluoroproline strongly depends on the position of this residue in the sequence and the chirality of the substituent in the pyrrolidine ring.     

SH3 domain of Bruton's tyrosine kinase can bind to proline-rich peptides of TH domain of the kinase and p120cbl

X-linked agammaglobulinemia (XLA), an inherited disease, is caused by mutations in the Bruton's tyrosine kinase (BTK). The absence of functional BTK leads to failure of B-cell differentiation; this incapacitates antibody production in XLA patients, who suffer from recurrent, sometimes lethal, bacterial infections. BTK plays an important role in B-cell development; it interacts with several proteins in the context of signal transduction. Point mutation in the BTK gene that leads to deletion of C-terminal 14 aa residues of BTK SH3 domain was found in a patient family. To understand the role of BTK, we studied binding of BTK SH3 domain (aa 216–273, 58 residues) and truncated SH3 domain (216–259, 44 residues) with proline-rich peptides; the first peptide constitutes the SH3 domain of BTK, while the latter peptide lacks 14 amino acid residues of the C terminal. Proline-rich peptides selected from TH domain of BTK and p120^cbl were studied. It is known that BTK TH domain binds to SH3 domains of various proteins. We found that BTK SH3 domain binds to peptides of BTK TH domain. This suggests that BTK SH3 and TH domains may associate in inter- or intramolecular fashion, which raises the possibility that the kinase may be regulating its own activity by restricting the availability of both its ligand-binding modules. We also found that truncated SH3 domain binds to BTK TH domain peptide less avidly than does normal SH3 domain. Also, we show that the SH3 and truncated SH3 domains bind to peptide of p120^cbl, but the latter domain binds weakly. It is likely that the truncated SH3 domain fails to present to the ligand the crucial residues in the correct context, hence the weaker binding. These results delineate the importance of C terminal in binding of SH3 domains and indicate also that improper folding and the altered binding behavior of mutant BTK SH3 domain likely leads to XLA. Proteins 29:545–552, 1997. © 1997 Wiley-Liss, Inc.     

Design and structural thermodynamic studies of the chimeric protein derived from spectrin SH3 domain

A number of the chimeric constructs with spectrin SH3 domain were designed for structural and thermodynamic studies of protein self-assembly and protein-ligand interactions. SH3 domains, components of many regulatory proteins, operate through weak interactions with proline-rich regions of polypeptide chains. The recombinant construct (WT-CIIA) studied in this work was constructed by linking the peptide ligand PPPVPPYSAG to the domain C-terminus via a long 12-residue linker to increase the affinity of this ligand for the spectrin domain, thereby ensuring a stable positioning of the polyproline helix to the conserved ligand-binding site in orientation II, which is regarded as untypical of the interaction between this domain and oligopeptides. A comparison of fluorescence spectra of the initial domain and the recombinant protein WT-CIIA suggests that the ligand sticks to the conservative binding site. However, analysis of the equilibrium urea-induced unfolding has demonstrated that this is an unstable contact, which leads to a two-stage unfolding of the chimeric protein. The protein WT-CIIA was crystallized; a set of X-ray diffraction data with a resolution of 1.75 Å was recorded from individual crystals. A preliminary analysis of these diffraction data has demonstrated that the crystals belong to space group P32 with the following unit cell parameters: a = b = 36.39, c = 112.17 Å, a = β = 90.0, and γ = 120.0.     

Structural and biophysical investigation of the interaction of a mutant Grb2 SH2 domain (W121G) with its cognate phosphopeptide

The adaptor protein Grb2 is a key element of mitogenetically important signaling pathways. With its SH2 domain it binds to upstream targets while its SH3 domains bind to downstream proteins thereby relaying signals from the cell membranes to the nucleus. The Grb2 SH2 domain binds to its targets by recognizing a phosphotyrosine (pY) in a pYxNx peptide motif, requiring an Asn at the +2 position C‐terminal to the pY with the residue either side of this Asn being hydrophobic. Structural analysis of the Grb2 SH2 domain in complex with its cognate peptide has shown that the peptide adopts a unique β‐turn conformation, unlike the extended conformation that phosphopeptides adopt when bound to other SH2 domains. TrpEF1 (W121) is believed to force the peptide into this unusual conformation conferring this unique specificity to the Grb2 SH2 domain. Using X‐ray crystallography, electron paramagnetic resonance (EPR) spectroscopy, and isothermal titration calorimetry (ITC), we describe here a series of experiments that explore the role of TrpEF1 in determining the specificity of the Grb2 SH2 domain. Our results demonstrate that the ligand does not adopt a pre‐organized structure before binding to the SH2 domain, rather it is the interaction between the two that imposes the hairpin loop to the peptide. Furthermore, we find that the peptide adopts a similar structure when bound to both the wild‐type Grb2 SH2 domain and a TrpEF1Gly mutant. This suggests that TrpEF1 is not the determining factor for the conformation of the phosphopeptide.     

Protein stabilization by specific binding of guanidinium to a functional arginine-binding surface on an SH3 domain

Guanidinium hydrochloride (GuHCl) at low concentrations significantly stabilizes the Fyn SH3 domain. In this work, we have demonstrated that this stabilizing effect is manifested through a dramatic (five- to sixfold) decrease in the unfolding rate of the domain with the folding rate being affected minimally. This behavior contrasts to the effect of NaCl, which stabilizes this domain by accelerating the folding rate. These data imply that the stabilizing effect of GuHCl is not predominantly ionic in nature. Through NMR studies, we have identified a specific binding site for guanidinium, and we have determined a dissociation constant of 90 mM for this interaction. The guanidinium-binding site overlaps with a functionally important arginine-binding pocket on the domain surface, and we have shown that GuHCl is a specific inhibitor of the peptide-binding activity of the domain. A different SH3 domain possessing a similar arginine-binding pocket is also thermodynamically stabilized by GuHCl. These data suggest that many proteins that normally interact with arginine-containing ligands may also be able to specifically interact with guanidinium. Thus, some caution should be used when using GuHCl as a denaturant in protein folding studies. Since arginine-mediated interactions are often important in the energetics of protein-protein interactions, our observations could be relevant for the design of small molecule inhibitors of protein-protein interactions.     

Hepatitis C virus NS5A is able to competitively displace c‐Myc from the Bin1 SH3 domain in vitro

We studied the interaction of the SH3 domain of Bin1 with a 15‐mer peptide of HCV NS5A and show its potency to competitively displace a 15‐mer human c‐Myc fragment, which is a physiological ligand of Bin1, using NMR spectroscopy. Fluorescence spectroscopy and ITC were employed to determine the affinity of Bin1 SH3 to NS5A(347–361), yielding a submicromolar affinity to NS5A. Our study compares the binding dynamics and affinities of the relevant regions for binding of c‐Myc and NS5A to Bin1 SH3. The result gives further insights into the potential role of NS5A in Bin1‐mediated apoptosis. Copyright © 2014 European Peptide Society and John Wiley & Sons, Ltd.     

A thermodynamic and kinetic analysis of the folding pathway of an SH3 domain entropically stabilised by a redesigned hydrophobic core

The folding thermodynamics and kinetics of the alpha-spectrin SH3 domain with a redesigned hydrophobic core have been studied. The introduction of five replacements, A11V, V23L, M25V, V44I and V58L, resulted in an increase of 16% in the overall volume of the side-chains forming the hydrophobic core but caused no remarkable changes to the positions of the backbone atoms. Judging by the scanning calorimetry data, the increased stability of the folded structure of the new SH3-variant is caused by entropic factors, since the changes in heat capacity and enthalpy upon the unfolding of the wild-type and mutant proteins were identical at 298 K. It appears that the design process resulted in an increase in burying both the hydrophobic and hydrophilic surfaces, which resulted in a compensatory effect upon the changes in heat capacity and enthalpy. Kinetic analysis shows that both the folding and unfolding rate constants are higher for the new variant, suggesting that its transition state becomes more stable compared to the folded and unfolded states. The phi(double dagger-U) values found for a number of side-chains are slightly lower than those of the wild-type protein, indicating that although the transition state ensemble (TSE) did not change overall, it has moved towards a more denatured conformation, in accordance with Hammond's postulate. Thus, the acceleration of the folding-unfolding reactions is caused mainly by an improvement in the specific and/or non-specific hydrophobic interactions within the TSE rather than by changes in the contact order. Experimental evidence showing that the TSE changes globally according to its hydrophobic content suggests that hydrophobicity may modulate the kinetic behaviour and also the folding pathway of a protein.     

Transition state of a SH3 domain detected with principle component analysis and a charge-neutralized all-atom protein model

The src SH3 domain has been known to be a two-state folder near room temperature. However, in a previous study with an all-atom model simulation near room temperature, the transition state of this protein was not successfully detected on a free-energy profile using two axes: the radius of gyration (R(g)) and native contact reproduction ratio (Q value). In this study, we focused on an atom packing effect to characterize the transition state and tried another analysis to detect it. To explore the atom packing effect more efficiently, we introduced a charge-neutralized all-atom model, where all of the atoms in the protein and water molecules were treated explicitly, but their partial atomic charges were set to zero. Ten molecular dynamics simulations were performed starting from the native structure at 300 K, where the simulation length of each run was 90 ns, and the protein unfolded in all runs. The integrated trajectories (10 x 90 = 900 ns) were analyzed by a principal component analysis (PCA) and showed a clear free-energy barrier between folded- and unfolded-state conformational clusters in a conformational space generated by PCA. There were segments that largely deformed when the conformation passed through the free-energy barrier. These segments correlated well with the structural core regions characterized by large phi-values, and the atom-packing changes correlated with the conformational deformations. Interestingly, using the same simulation data, no significant barrier was found in a free-energy profile using the R(g) and Q values for the coordinate axes. These results suggest that the atom packing effect may be one of the most important determinants of the transition state.     

Competitive binding of UBPY and ubiquitin to the STAM2 SH3 domain revealed by NMR

To date, the signal transducing adaptor molecule 2 (STAM2) was shown to harbour two ubiquitin binding domains (UBDs) known as the VHS and UIM domains, while the SH3 domain of STAM2 was reported to interact with deubiquitinating enzymes (DUBs) like UBPY and AMSH. In the present study, NMR evidences the interaction of the STAM2 SH3 domain with ubiquitin, demonstrating that SH3 constitutes the third UBD of STAM2. Furthermore, we show that a UBPY-derived peptide can outcompete ubiquitin for SH3 binding and vice versa. These results suggest that the SH3 domain of STAM2 plays versatile roles in the context of ubiquitin mediated receptor sorting.     

1H and 15N NMR assignment and solution structure of the SH3 domain of spectrin: Comparison of unrefined and refined structure sets with the crystal structure

The assignment of the ¹H and ¹⁵Nnuclear magnetic resonance spectra of the Src-homology region 3 domain ofchicken brain -spectrin has been obtained. A set of solutionstructures has been determined from distance and dihedral angle restraints,which provide a reasonable representation of the protein structure insolution, as evaluated by a principal component analysis of the globalpairwise root-mean-square deviation (rmsd) in a large set of structuresconsisting of the refined and unrefined solution structures and the crystalstructure. The solution structure is well defined, with a lower degree ofconvergence between the structures in the loop regions than in the secondarystructure elements. The average pairwise rmsd between the 15 refinedsolution structures is 0.71 ± 0.13 Å for the backbone atoms and1.43 ± 0.14 Å for all heavy atoms. The solution structure isbasically the same as the crystal structure. The average rmsd between the 15refined solution structures and the crystal structure is 0.76 Å forthe backbone atoms and 1.45 ± 0.09 Å for all heavy atoms. Thereare, however, small differences probably caused by intermolecular contactsin the crystal structure.     

Ligand-induced changes in dynamics in the RT loop of the C-terminal SH3 domain of Sem-5 indicate cooperative conformational coupling

We report the effects of peptide binding on the (15)N relaxation rates and chemical shifts of the C-SH3 of Sem-5. (15)N spin-lattice relaxation time (T(1)), spin-spin relaxation time (T(2)), and ((1)H)-(15)N NOE were obtained from heteronuclear 2D NMR experiments. These parameters were then analyzed using the Lipari-Szabo model free formalism to obtain parameters that describe the internal motions of the protein. High-order parameters (S(2) > 0.8) are found in elements of regular secondary structure, whereas some residues in the loop regions show relatively low-order parameters, notably the RT loop. Peptide binding is characterized by a significant decrease in the (15)N relaxation in the RT loop. Concomitant with the change in dynamics is a cooperative change in chemical shifts. The agreement between the binding constants calculated from chemical shift differences and that obtained from ITC indicates that the binding of Sem-5 C-SH3 to its putative peptide ligand is coupled to a cooperative conformational change in which a portion of the binding site undergoes a significant reduction in conformational heterogeneity.     

Effect of pH and salt bridges on structural assembly: molecular structures of the monomer and intertwined dimer of the Eps8 SH3 domain

The SH3 domain of Eps8 was previously found to form an intertwined, domain-swapped dimer. We report here a monomeric structure of the EPS8 SH3 domain obtained from crystals grown at low pH, as well as an improved domain-swapped dimer structure at 1.8 A resolution. In the domain-swapped dimer the asymmetric unit contains two "hybrid-monomers." In the low pH form there are two independently folded SH3 molecules per asymmetric unit. The formation of intermolecular salt bridges is thought to be the reason for the formation of the dimer. On the basis of the monomer SH3 structure, it is argued that Eps8 SH3 should, in principle, bind to peptides containing a PxxP motif. Recently it was reported that Eps8 SH3 binds to a peptide with a PxxDY motif. Because the "SH3 fold" is conserved, alternate binding sites may be possible for the PxxDY motif to bind. The strand exchange or domain swap occurs at the n-src loops because the n-src loops are flexible. The thermal b-factors also indicate the flexible nature of n-src loops and a possible handle for domain swap initiation. Despite the loop swapping, the typical SH3 fold in both forms is conserved structurally. The interface of the acidic form of SH3 is stabilized by a tetragonal network of water molecules above hydrophobic residues. The intertwined dimer interface is stabilized by hydrophobic and aromatic stacking interactions in the core and by hydrophilic interactions on the surface.     

Interaction of nebulin SH3 domain with titin PEVK and myopalladin: implications for the signaling and assembly role of titin and nebulin

Skeletal muscle nebulin is thought to determine thin filament length and regulate actomyosin interaction in a calcium/calmodulin or S100 sensitive manner. We have investigated the binding of nebulin SH3 with proline-rich peptides derived from the 28-mer PEVK modules of titin and the Z-line protein myopalladin, using fluorescence, circular dichroism and nuclear magnetic resonance techniques. Of the six peptides studied, PR2 of titin (VPEKKAPVAPPK) and myopalladin MyoP2 (646VKEPPPVLAKPK657) bind to nebulin SH3 with micromolar affinity (approximately 31 and 3.4 microM, respectively), whereas the other four peptides bind weakly (>100 microM). Sequence analysis of titins reveals numerous SH3 binding motifs that are highly enriched in the PEVK segments of titin isoforms. Our findings suggest that titin PEVK and myopalladin may play signaling roles in targeting and orientating nebulin to the Z-line during sarcomere assembly.     

Solution structure of the first SH3 domain of human vinexin and its interaction with vinculin peptides

Solution structure of the first Src homology (SH) 3 domain of human vinexin (V_SH3_1) was determined using nuclear magnetic resonance (NMR) method and revealed that it was a canonical SH3 domain, which has a typical beta-beta-beta-beta-alpha-beta fold. Using chemical shift perturbation and surface plasmon resonance experiments, we studied the binding properties of the SH3 domain with two different peptides from vinculin hinge regions: P856 and P868. The observations illustrated slightly different affinities of the two peptides binding to V_SH3_1. The interaction between P868 and V_SH3_1 belonged to intermediate exchange with a modest binding affinity, while the interaction between P856 and V_SH3_1 had a low binding affinity. The structure and ligand-binding interface of V_SH3_1 provide a structural basis for the further functional study of this important molecule.     

Exploring the impact of polyproline II (PII) conformational bias on the binding of peptides to the SEM-5 SH3 domain

The left-handed polyproline II helical structure (P(II)) is observed to be a dominant conformation in the disordered states of protein and small polypeptide chains, even when no prolines are present in the sequence. Recently, in work by Ferreon and Hilser, the energetics associated with Ala and Gly substitutions at a surface exposed proline site were determined calorimetrically by measuring the binding energetics of Sos peptide variants to the C-terminal Src Homology 3 domain of SEM-5. The results were interpreted as a significant conformational bias toward the bound conformation (i.e., P(II)), even when the ligand is unbound. That study was not able to determine, however, whether the conformational bias of the peptides could be explained in terms other than that of a P(II) preference. Here, we test, using a computer algorithm based on the hard sphere collision (HSC) model, the notion of whether a bias in the unbound states of the peptide ligands is specific for the P(II) conformation, or if a bias to any other region of (phi, psi) space can also result in the same observed binding energetics. The results of these computer simulations indicate that, of the regions of (phi, psi) modeled for bias in the small peptides, only the bias to the P(II) conformation, and at rates of bias similar to the experimentally observed rates, quantitatively reproduced the experimental binding energetics.