Modeling data from titration,amide H/D exchange,and mass spectrometry to obtain protein-ligand binding constants

We recently reported a new method for quantification of protein-ligand interaction by mass spectrometry, titration and H/D exchange (PLIMSTEX) for determining the binding stoichiometry and affinity of a wide range of protein-ligand interactions. Here we describe the method for analyzing the PLIMSTEX titration curves and evaluate the effect of various models on the precision and accuracy for determining binding constants using H/D exchange and a titration. The titration data were fitted using a 1:n protein:ligand sequential binding model, where n is the number of binding sites for the same ligand. An ordinary differential equation was used for the first time in calculating the free ligand concentration from the total ligand concentration. A nonlinear least squares regression method was applied to minimize the error between the calculated and the experimentally measured deuterium shift by varying the unknown parameters. A resampling method and second-order statistics were used to evaluate the uncertainties of the fitting parameters. The interaction of intestinal fatty-acid-binding protein (IFABP) with a fatty-acid carboxylate and that of calmodulin with Ca(2+) are used as two tests. The modeling process described here not only is a new tool for analyzing H/D exchange data acquired by ESI-MS, but also possesses novel aspects in modeling experimental titration data to determine the affinity of ligand binding.     

PLIMSTEX: a novel mass spectrometric method for the quantification of protein–ligand interactions in solution

Protein–ligand interactions by mass spectrometry, titration, and H/D exchange (PLIMSTEX) is a new mass spectrometric method for determining association constants and binding stoichiometry for interactions of proteins with various ligands, as well as for quantifying the conformational changes associated with ligand binding to proteins. The association constants determined with PLIMSTEX agree with literature values within a factor of six, establishing its validity for protein interactions involving metal ions, small organic molecules, peptides, and proteins. PLIMSTEX provides solution, not gas-phase, properties by taking advantage of ESI and MALDI mass spectrometry to measure accurately the mass of a protein as it undergoes amide H/D exchange. The approach sidesteps the problem of relating gas-phase abundances of the protein or protein–ligand complex ions to their solution concentrations. With on-column concentration and desalting, high picomole quantities of proteins are sufficient for reproducible mass detection, and the concentration of the protein can be as low as 10⁻⁸ M. It is amenable to different protein/ligand systems in physiologically relevant media. No specially labeled protein or ligand is needed. PLIMSTEX offers minimal perturbation of the binding equilibrium because it uses no denaturants, no additional spectroscopy or reaction probes, and no physical separation of ligand and protein during binding.     

A comparison of mass spectrometry based hydrogen deuterium exchange methods for probing the cyclophilin A cyclosporin complex

Direct infusion electrospray ionisation mass spectrometry (DI-ESI-MS) techniques provide an increasingly popular route to determine quantitative information on protein–protein and protein–ligand interactions. When combined with hydrogen deuterium exchange (HDX), details on protein stability and complex conformation can be obtained; however, complexes retained by ESI-MS are not always representative of those in solution and care must be taken in interpreting gas phase results. Zhu et al. [1] and Powell and Fitzgerald [2] have outlined LC–MS based techniques to probe the solution phase properties of the protein–ligand system in question. We here have taken the well characterised soluble immunophilin protein cyclophilin A, and examined it in complex with its endogenous ligand cyclosporin A. This ligand is widely used as an immunosuppressant following organ transplant, and the complex provides a basis for drug discovery efforts. We have used direct infusion, coupled with HDX, gas phase HDX and also the LC-HDX techniques PLIMSTEX and SUPREX. Results from each of these four HDX methodologies are presented here and discussed critically. From our direct infusion we find that there are 2 observable hydrogen populations in the protein, a very fast exchanging population, and a slower group. The exchange rate of both is lowered in the presence of the ligand. For PLIMSTEX we find a K_d for ligand binding of 321 ± 128 nM, which is within one order of magnitude of values previously reported. SUPREX under a variety of conditions provides a range of K_d values, but when we average these for experimental error we obtain a K_d of 7.11 ± 0.29 nM which agrees well with measurements from other studies including via SUPREX. Finally gas phase HDX of the native complex shows more than 3 distinct populations of exchangeable hydrogens, for both the apo- and the holo protein consistent with an unfolding and refolding of the protein in the gas phase. The different techniques are compared with respect to the advantages and disadvantages they bring to the study of this protein–ligand system.     

Oxazolone versus macrocycle structures for leu-enkephalin b<Subscript>2</Subscript>–b<Subscript>4</Subscript>: Insights from infrared multiple-photon dissociation spectroscopy and gas-phase hydrogen/deuterium exchange

The collision-induced dissociation (CID) products b₂-b₄ from Leu-enkephalin are examined with infrared multiple-photon dissociation (IR-MPD) spectroscopy and gas-phase hydrogen/deuterium exchange (HDX). Infrared spectroscopy reveals that b₂ exclusively adopts oxazolone structures, protonated at the N-terminus and at the oxazolone ring N, based on the presence and absence of diagnostic infrared vibrations. This is correlated with the presence of a single HDX rate. For the larger b₃ and b₄, the IR-MPD measurements display diagnostic bands compatible with a mixture of oxazolone and macrocycle structures. This result is supported by HDX experiments, which show a bimodal distribution in the HDX spectra and two distinct rates in the HDX kinetic fitting. The kinetic fitting of the HDX data is employed to derive the relative abundances of macrocycle and oxazolone structures for b₃ and b₄, using a procedure recently implemented by our group for a series of oligoglycine b fragments (Chen et al. J. Am. Chem. Soc. 2009, 131(51), 18272–18282. doi: 10.1021/ja9030837). In analogy to that study, the results suggest that the relative abundance of the macrocycle structure increases as a function of b fragment size, going from 0% for b₂ to ∼6% for b₃, and culminating in 31% for b₄. Nonetheless, there are also surprising differences between both studies, both in the exchange kinetics and the propensity in forming macrocycle structures. This indicates that the chemistry of “head-to-tail” cyclization depends on subtle differences in the sequence as well as the size of the b fragment.     

Methods for the Analysis of High Precision Differential Hydrogen Deuterium Exchange Data

Hydrogen/deuterium exchange (HDX) mass spectrometry has been widely applied to the characterization of protein dynamics. More recently, differential HDX has been shown to be effective for the characterization of ligand binding. Previously we have described a fully automated HDX system for use as a ligand screening platform. Here we describe and validate the required data analysis workflow to facilitate the use of HDX as a robust approach for ligand screening. Following acquisition of HDX data at a single on-exchange time point (n ≥ 3), one way analysis of variance in conjunction with the Tukey multiple comparison procedure is used to establish the significance of any measured difference. Analysis results are graphed with respect to a single peptide, ligand or group of ligands, or displayed as an overview within a heat map. For the heat map display, only Δ%D values with a Tukey-adjusted P value less than 0.05 are colored. Hierarchical clustering is used to bin compounds with highly similar HDX signatures. The workflow is evaluated with a small data set showing the ligand binding domain (LDB) of the nuclear receptor peroxisome proliferator-activated receptor gamma (PPARγ) screened against 10 functionally selective ligands. More significantly, data for the vitamin D receptor (VDR) in complex with 87 ligands are presented. To highlight the robustness and precision of our automated HDX platform we analyzed the data from 4191 replicate HDX measurements acquired over an eight month timeframe. Ninety six percent of these measurements were within 10 percent of the mean value. Work has begun to integrate these analysis and graphing components within our HDX software suite.     

Quantification of protein-ligand interactions by mass spectrometry,titration, and H/D exchange: PLIMSTEX

Protein-ligand binding and the concomitant conformational change in the protein are of crucial importance in biophysics and drug design. We report a novel method to quantify protein-ligand interactions in solution by mass spectrometry, titration, and H/D exchange (PLIMSTEX). The approach can determine the conformational change, binding stoichiometry, and affinity in protein-ligand interactions including those that involve small molecules, metal ions, and peptides. Binding constants obtained by PLIMSTEX for four model protein-ligand systems agree with K values measured by conventional methods. At higher protein concentration, the method can be used to determine quickly the binding stoichiometry and possibly the purity of proteins. Taking advantage of concentrating the protein on-column and desalting, we are able to use different concentrations of proteins, buffer systems, salts, and pH in the exchange protocol. High picomole quantities of proteins are sufficient, offering significantly better sensitivity than that of NMR and X-ray crystallography. Automation could make PLIMSTEX a high throughput method for library screening, drug discovery, and proteomics.     

Quantifying labile protein—Ligand interactions using electrospray ionization mass spectrometry

A new electrospray ionization mass spectrometry (ES-MS) approach for quantifying protein—ligand complexes that are prone to in-source (gas-phase) dissociation is described. The method, referred to here as the reference ligand ES-MS method, is based on the direct ES-MS assay and competitive ligand binding. A reference ligand (L_ref), which binds specifically to the protein (P), at the same binding site as the ligand (L) of interest, with known affinity and forms a stable protein—ligand complex in the gas phase, is added to the solution. The fraction of P bound to L_ref, which is determined directly from the ES mass spectrum, is sensitive to the fraction of P bound to L in solution and enables the affinity of P for L to be determined. A mathematical framework for the implementation of the method in cases where P has one or two specific ligand binding sites is given. Affinities of two carbohydrate-binding proteins, a single chain fragment of a monoclonal antibody and the lectin concanavalin A, for monosaccharide ligands are reported and the results are shown to agree with values obtained using isothermal titration calorimetry.     

Determination of Binding Constants of Polyethylene Glycol Vancomycin Derivatives to Peptide Ligands Using Affinity Capillary Electrophoresis

Vancomycin (Van) from Streptomyces orientalis has been derivatized with polyethylene glycol [PEG; PEG-550 (1), 750 (2), 1,100 (3), 2,000 (4), 5,000 (5), and 8,000 (6) g mol⁻¹] at the N-terminus of the glycopeptide backbone and their binding to d-Ala-d-Ala terminus peptides assessed using affinity capillary electrophoresis (ACE). Utilizing ACE, a plug of Van-PEG and non-interacting standards are injected and electrophoresed. Analysis of the change in the relative migration time ratio of the Van-PEG species, relative to the non-interacting standards, as a function of the concentration of peptide, yields a value for the binding constant (K _b). Values of K _b for N-acetyl-d-Ala-d-Ala, 7 to the Van-PEG derivatives are weaker than those for N _α,N _ε-diacetyl-Lys-d-Ala-d-Ala, 8 (for example, values of K _b for 7-1 and 8-1 are 1.8 and 47.7 × 10³ M⁻¹, respectively). These results demonstrate that derivatization of Van with PEG has little effect on the affinity of d-Ala-d-Ala peptide ligands to it. The findings further prove the versatility of ACE and its ability to estimate binding parameters of ligands to antibiotics.     

Peptide–Column Interactions and Their Influence on Back Exchange Rates in Hydrogen/Deuterium Exchange-MS

Hydrogen/deuterium exchange (HDX) methods generate useful information on protein structure and dynamics, ideally at the individual residue level. Most MS-based HDX methods involve a rapid proteolytic digestion followed by LC/MS analysis, with exchange kinetics monitored at the peptide level. Localizing specific sites of HDX is usually restricted to a resolution the size of the host peptide because gas-phase processes can scramble deuterium throughout the peptide. Subtractive methods may improve resolution, where deuterium levels of overlapping and nested peptides are used in a subtractive manner to localize exchange to smaller segments. In this study, we explore the underlying assumption of the subtractive method, namely, that the measured back exchange kinetics of a given residue is independent of its host peptide. Using a series of deuterated peptides, we show that secondary structure can be partially retained under quenched conditions, and that interactions between peptides and reversed-phase LC columns may both accelerate and decelerate residue HDX, depending upon peptide sequence and length. Secondary structure is induced through column interactions in peptides with a solution-phase propensity for structure, which has the effect of slowing HDX rates relative to predicted random coil values. Conversely, column interactions can orient random-coil peptide conformers to accelerate HDX, the degree to which correlates with peptide charge in solution, and which can be reversed by using stronger ion pairing reagents. The dependency of these effects on sequence and length suggest that subtractive methods for improving structural resolution in HDX-MS will not offer a straightforward solution for increasing exchange site resolution.

金属元素组与血清白蛋白的竞争结合反应性能研究

利用亲和毛细管电泳（Affinitycapillaryelectrophoresis,ACE）法研究金属元素组和血清白蛋白（Bovineserumalbumin,BSA）的竞争结合反应性能。基于位点结合模型,构建双金属组[Zn²⁺,Cu²⁺]与血清白蛋白结合反应模型,建立多元金属组与生物大分子竞争结合的理论方程,测定结合参数并解析动力学机制。结果表明,金属元素组[Zn²⁺,Cu²⁺]与BSA发生竞争结合反应形成配合物Zn²⁺-BSA和Cu²⁺-BSA。依据有效淌度变化,通过建立的理论方程非线性拟合竞争结合反应的平均表观结合常数K_Zn²⁺-BSA=4.01×10⁴L·mol^-1、K_Cu²⁺-BSA=7.75×10⁴L·mol^-1。结合反应均为快平衡反应,Cu²⁺对Zn²⁺离子的结合作用有明显拮抗作用。分析ACE谱显示配合物的峰高与配体结合能力大小、配合物稳定性之间存在量效关系。     

Painting Proteins with Covalent Labels: What's In the Picture?

Knowledge about the structural and biophysical properties of proteins when they are free in solution and/or in complexes with other molecules is essential for understanding the biological processes that proteins regulate. Such knowledge is also important to drug discovery efforts, particularly those focused on the development of therapeutic agents with protein targets. In the last decade a variety of different covalent labeling techniques have been used in combination with mass spectrometry to probe the solution-phase structures and biophysical properties of proteins and protein—ligand complexes. Highlighted here are five different mass spectrometry—based covalent labeling strategies including: continuous hydrogen/deuterium (H/D) exchange labeling, hydroxyl radical-mediated footprinting, SUPREX (stability of unpurified proteins from rates of H/D exchange), PLIMSTEX (protein-ligand interaction by mass spectrometry, titration, and H/D exchange), and SPROX (stability of proteins from rates of oxidation). The basic experimental protocols used in each of the above-cited methods are summarized along with the kind of biophysical information they generate. Also discussed are the relative strengths and weaknesses of the different methods for probing the wide range of conformational states that proteins and protein-ligand complexes can adopt when they are in solution.     

金属元素组与血清白蛋白的竞争结合反应性能研究

利用亲和毛细管电泳(Affinity capillary electrophoresis,ACE)法研究金属元素组和血清白蛋白(Bovine serum albumin,BSA)的竞争结合反应性能。基于位点结合模型,构建双金属组[Zn2+,Cu2+]与血清白蛋白结合反应模型,建立多元金属组与生物大分子竞争结合的理论方程,测定结合参数并解析动力学机制。结果表明,金属元素组[Zn2+,Cu2+]与BSA发生竞争结合反应形成配合物Zn2+-BSA和Cu2+-BSA。依据有效淌度变化,通过建立的理论方程非线性拟合竞争结合反应的平均表观结合常数KZn2+-BSA=4.01×104L·mol-1、KCu2+-BSA=7.75×104L·mol-1。结合反应均为快平衡反应,Cu2+对Zn2+离子的结合作用有明显拮抗作用。分析ACE谱显示配合物的峰高与配体结合能力大小、配合物稳定性之间存在量效关系。     

The unusual hydrogen‐deuterium exchange of α‐carbon protons in N‐substituted glycine‐containing peptides

Hydrogens connected to α‐carbon (α‐C) of amino acid residues are usually resistant to hydrogen‐deuterium exchange (HDX) unless reaction conditions promote racemization. Although N‐methylglycine (sarcosine) residue has been found in biologically active peptide such as cyclosporine, to the best of our knowledge, the HDX of α‐C protons of this residue was not explored yet. Here, we presented a new and efficient methodology of α‐C deuteration in sarcosine residues under basic aqueous conditions. The deuterons, introduced at α‐C atom, do not undergo back‐exchange in acidic aqueous solution. The electrospray ionization‐MS and MS/MS experiments on proposed model peptides confirmed the HDX at α‐C and revealed the unexpected hydrogen scrambling in sarcosine‐containing peptides. Although the observed HDX of α‐C protons is only successful in N‐acylglycine when the amide possesses a certain degree of alkylation, it offers a new approach to the analysis of sarcosine‐containing peptides such as cyclosporine. Copyright © 2014 John Wiley & Sons, Ltd.     

Characterization of PDZ domain–peptide interactions using an integrated protocol of QM/MM,PB/SA,and CFEA analyses

Protein–protein interactions, particularly weak and transient ones, are often mediated by peptide recognition domains. Characterizing the interaction interface of domain–peptide complexes and analyzing binding specificity for modular domains are critical for deciphering protein–protein interaction networks. In this article, we report the successful use of an integrated computational protocol to dissect the energetic profile and structural basis of peptide binding to third PDZ domain (PDZ3) from the PSD-95 protein. This protocol employs rigorous quantum mechanics/molecular mechanics (QM/MM), semi-empirical Poisson–Boltzmann/surface area (PB/SA), and empirical conformational free energy analysis (CFEA) to quantitatively describe and decompose systematic energy changes arising from, respectively, noncovalent interaction, desolvation effect, and conformational entropy loss associated with the formation of 30 affinity-known PDZ3–peptide complexes. We show that the QM/MM-, PB/SA-, and CFEA-derived energy components can work together fairly well in reproducing experimentally measured affinity after a linearly weighting treatment, albeit they are not compatible with each other directly. We also demonstrate that: (1) noncovalent interaction and desolvation effect donate, respectively, stability and specificity to complex architecture, while entropy loss contributes modestly to binding; (2) P₀ and P₋₂ of peptide ligand are the most important positions for determining both the stability and specificity of the PDZ3–peptide complex, P₋₁ and P₋₃ can confer substantial stability (but not specificity) for the complex, and N-terminal P₋₄ and P₋₅ have only a very limited effect on binding.     

Polystyrene beads as an alternative support material for epitope identification of a prion-antibody interaction using proteolytic excision–mass spectrometry

The binding epitope structure of a protein specifically recognized by an antibody provides key information to prevent and treat diseases with therapeutic antibodies and to develop antibody-based diagnostics. Epitope structures of antigens can be effectively identified by the proteolytic epitope excision–mass spectrometry (MS) method, which involves (1) immobilization of monoclonal or polyclonal antibodies, e.g., on N-hydroxysuccinimide-activated sepharose, (2) affinity binding of the antigen followed by limited proteolytic digestion of the immobilized immune complex, and (3) elution and mass spectrometric analysis of the remaining affinity-bound peptide(s). In the epitope analysis of recombinant cellular bovine prion protein (bPrP^C) to a monoclonal antibody (mAb3E7), we found that epitope excision experiments resulted in extensive nonspecific binding of bPrP to a standard sepharose matrix employed. Here, we show that the use of amino-modified polystyrene beads with aldehyde functionality is an efficient alternative support for antibody immobilization, suitable for epitope excision–MS, with complete suppression of nonspecific bPrP binding.     

Atmospheric Pressure Photo Ionization Hydrogen/Deuterium Exchange Mass Spectrometry—a Method to Differentiate Isomers by Mass Spectrometry

In this report, a method for in-source hydrogen/deuterium (H/D) exchange at atmospheric pressure is reported. The method was named atmospheric pressure photo ionization hydrogen/deuterium exchange mass spectrometry (APPI HDX MS). H/D exchange was performed by mixing samples dissolved in toluene with CH₃OD solvent and analyzing the mixture using atmospheric pressure photo ionization mass spectrometry (APPI-MS). The APPI HDX spectra obtained with contact times between the analyte solution and methanol-OD (CH₃OD) of?<?0.5 s or 1 h showed the same pattern of H/D exchange. Therefore, it was concluded that APPI HDX occurred in the source but not in the solution. The proposed method does not require a specific type of mass spectrometer and can be performed at atmospheric pressure. H/D exchange can be performed in any laboratory with a mass spectrometer and a commercial APPI source. Using this method, multiple H/D exchanges of aromatic hydrogen and/or H/D exchange of active hydrogen were observed. These results demonstrated that H/D exchange can be used to distinguish between isomers containing primary, secondary, and tertiary amines, as well as pyridine and pyrrole functional groups.

A Blocking Group Scan Using a Spherical Organometallic Complex Identifies an Unprecedented Binding Mode with Potent Activity In Vitro and In Vivo for the Opioid Peptide Dermorphin

Herein, the selective enforcement of one particular receptor‐ligand interaction between specific domains of the μ‐selective opioid peptide dermorphin and the μ opioid receptor is presented. For this, a blocking group scan is described which exploits the steric demand of a bis(quinolinylmethyl)amine rhenium(I) tricarbonyl complex conjugated to a number of different, strategically chosen positions of dermorphin. The prepared peptide conjugates lead to the discovery of two different binding modes: An expected N‐terminal binding mode corresponds to the established view of opioid peptide binding, whereas an unexpected C‐terminal binding mode is newly discovered. Surprisingly, both binding modes provide high affinity and agonistic activity at the μ opioid receptor in vitro. Furthermore, the unprecedented C‐terminal binding mode shows potent dose‐dependent antinociception in vivo. Finally, in silico docking studies support receptor activation by both dermorphin binding modes and suggest a biological relevance for dermorphin itself. Relevant ligand‐protein interactions are similar for both binding modes, which is in line with previous protein mutation studies.     

Application of SIMSTEX to oligomerization of insulin analogs and mutants

The propensity of various insulins and their analogs to oligomerize was investigated by mass spectrometric methods including measurement of the relative abundances of oligomers in the gas phase and the kinetics of H/D amide exchange. The kinetics of deuterium uptake show a good fit when the exchanging amides are placed in three kinetic groups: fast, intermediate, and slow. r-Human insulin, of the insulins investigated, has fewer amides that exchange at intermediate rates and more that exchange at slow rates, in accord with its higher extent of association in solution. We adapted PLIMSTEX (protein ligand interactions by mass spectrometry, titration, and H/D exchange) to determine protein/ligand affinities in solution, to determine self-association equilibrium constants for proteins, and to apply them to various insulin analogs. We term this adaptation SIMSTEX (self-association interactions using mass spectrometry, self-titration and H/D exchange); it gives affinity constants that compare well with the literature results. The results from SIMSTEX show that some mutants (e.g., GlnB13) have an increased tendency to self-associate, possibly slowing down their action in vivo. Other mutants (e.g., lispro and AspB9) have lower propensities for self-association, thus providing potentially faster-acting analogs for use in controlling diabetes.     

Hydrogen/deuterium exchange in parallel with acid/base induced protein conformational change in electrospray droplets

The exposure of electrospray droplets to vapors of deuterating reagents during droplet desolvation in the interface of a mass spectrometer results in hydrogen/deuterium exchange (HDX) on the sub‐millisecond time scale. Deuterated water is used to label ubiquitin and cytochrome c with minimal effect on the observed charge state distribution (CSD), suggesting that the protein conformation is not being altered. However, the introduction of deuterated versions of various acids (e.g., CD₃COOD and DCl) and bases (ND₃) induces unfolding or refolding of the protein while also labeling these newly formed conformations. The extent of HDX within a protein CSD associated with a particular conformation is essentially constant, whereas the extent of HDX can differ significantly for CSDs associated with different conformations from the same protein. In some cases, multiple HDX distributions can be observed within a given charge state (as is demonstrated with cytochrome c) suggesting that the extent of HDX and CSDs share a degree of complementarity in their sensitivities for protein conformation. The CSD is established late in the evolution of ions in electrospray whereas the HDX process presumably takes place in the bulk of the droplet throughout the electrospray process. Back exchange is also performed in which proteins are prepared in deuterated solvents prior to ionization and exposed to undeuterated vapors to exchange deuteriums for hydrogens. The degree of deuterium uptake is easily controlled by varying the identity and partial pressure of the reagent introduced into the interface. Since the exchange occurs on the sub‐millisecond time scale, the use of deuterated acids or bases allows for transient species to be generated and labeled for subsequent mass analysis. Copyright © 2014 John Wiley & Sons, Ltd.     

Determination of the binding epitope of lidocaine with AGP: minimizing the effects of nonspecific binding in saturation transfer difference experiments

The ligand epitope map and the effect of nonspecific binding is assessed for lidocaine binding to α₁-acid glycoprotein using the saturation transfer difference nuclear magnetic resonance experiment performed as a function of the ligand/protein ratio. The experimental design tested two different approaches for preparing solutions with various ligand/protein ratios; holding the protein concentration constant and increasing the ligand concentration; and holding the ligand concentration constant while decreasing the protein concentration. Nonspecific binding effects were more prevalent in experiments in which the ligand concentration was increased, although spectra with higher signal-to-noise ratios were obtained under these conditions. The epitope map determined for achiral lidocaine is compared with previously determined results for the (R)- and (S)-enantiomers of propranolol. The weaker binding affinity of lidocaine may be partially attributed to steric hindrance by the lidocaine N-ethyl groups which may prevent close contact of the lidocaine amine with the negatively charged amino acids at the apex of the protein binding pocket.