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Biomedical subjects

E D Getzoff

Publications and source records attributed to E D Getzoff.

At least 55 records · Page 3Linked to original sources

Structural basis for the root effect in haemoglobin.

The remarkable ability of root effect haemoglobins to pump oxygen against high O2 gradients results from extreme, acid-induced reductions in O2 affinity and cooperativity. The long-sought mechanism for the root effect, revealed by the 2 angstrom crystal structure of the ligand-bound haemoglobin from Leiostomus xanthurus at pH 7.5, unexpectedly involves modulation of the R-state. Key residues strategically assemble positive-charge clusters across the allosteric beta1 beta2-interface in the R-state. At low pH, protonation of the beta N terminus and His 147(HC3)beta within these clusters is postulated to destabilize the R-state and promote the acid-triggered, allosteric R-->T switch with concomitant O2 release. Surprisingly, a set of residues specific to root effect haemoglobins recruit additional residues, conserved among most haemoglobins, to produce the root effect.

Allosteric Regulation↗

Assembly and antigenicity of the Neisseria gonorrhoeae pilus mapped with antibodies.

The relationship between the sequence of Neisseria gonorrhoeae pilin and its quaternary assembly into pilus fibers was studied with a set of site-directed antibody probes and by mapping the specificities of antipilus antisera with peptides. Buried and exposed peptides in assembled pili were identified by competitive immunoassays and immunoelectron microscopy with polyclonal antibodies raised against 11 peptides spanning the pilin sequence. Pili did not compete significantly with pilin subunits for binding to antibodies against residues 13 to 31 (13-31) and 18-36. Pilus fibers competed well with pilin protein subunits for binding to antibodies raised against peptides 37-56, 58-78, 110-120, 115-127, 122-139, and 140-159 and competed weakly for antibodies against residues 79-93 and 94-108. Antibodies to sequence-conserved residues 37-56 and to semiconserved residues 94-108 preferentially bound pilus ends as shown by immunoelectron microscopy. The exposure of pilus regions to the immune system was tested by peptide mapping of antiserum specificities against sets of overlapping peptides representing all possible hexameric or octameric peptides from the N. gonorrhoeae MS11 pilin sequence. The immunogenicity of exposed peptides incorporating semiconserved residues 49-56 and 121-126 was revealed by strong, consistent antigenic reactivity to these regions measured in antipilus sera from rabbits, mice, and human and in sera from human volunteers with gonorrhea. The conservation and variation of antigenic responses among these three species clarify the relevance of immunological studies of other species to the human immune response against pathogens. Overall, our results explain the extreme conservation of the entire N-terminal one-third of the pilin protein by its dominant role in pilus assembly: hydrophobic residues 1-36 are implicated in buried lateral contacts, and polar residues 37-56 are implicated in longitudinal contacts within the pilus fiber.

Amino Acid Sequence↗

Structure of the fibre-forming protein pilin at 2.6 A resolution.

The crystallographic structure of Neisseria gonorrhoeae pilin, which assembles into the multifunctional pilus adhesion and virulence factor, reveals an alpha-beta roll fold with a striking 85 A alpha-helical spine and an O-linked disaccharide. Key residues stabilize interactions that allow sequence hypervariability, responsible for pilin's celebrated antigenic variation, within disulphide region beta-strands and connections. Pilin surface shape, hydrophobicity and sequence variation constrain pilus assembly to the packing of flat subunit faces against alpha 1 helices. Helical fibre assembly is postulated to form a core of coiled alpha 1 helices banded by beta-sheet, leaving carbohydrate and hypervariable sequence regions exposed to solvent.

Amino Acid Sequence↗

Sulfite reductase structure at 1.6 A: evolution and catalysis for reduction of inorganic anions.

Fundamental chemical transformations for biogeochemical cycling of sulfur and nitrogen are catalyzed by sulfite and nitrite reductases. The crystallographic structure of Escherichia coli sulfite reductase hemoprotein (SiRHP), which catalyzes the concerted six-electron reductions of sulfite to sulfide and nitrite to ammonia, was solved with multiwavelength anomalous diffraction (MAD) of the native siroheme and Fe4S4 cluster cofactors, multiple isomorphous replacement, and selenomethionine sequence markers. Twofold symmetry within the 64-kilodalton polypeptide generates a distinctive three-domain alpha/beta fold that controls cofactor assembly and reactivity. Homology regions conserved between the symmetry-related halves of SiRHP and among other sulfite and nitrite reductases revealed key residues for stability and function, and identified a sulfite or nitrite reductase repeat (SNiRR) common to a redox-enzyme superfamily. The saddle-shaped siroheme shares a cysteine thiolate ligand with the Fe4S4 cluster and ligates an unexpected phosphate anion. In the substrate complex, sulfite displaces phosphate and binds to siroheme iron through sulfur. An extensive hydrogen-bonding network of positive side chains, water molecules, and siroheme carboxylates activates S-O bonds for reductive cleavage.

Amino Acid Sequence↗

Subunit-destabilizing mutations in Drosophila copper/zinc superoxide dismutase: neuropathology and a model of dimer dysequilibrium.

Mutations in Cu/Zn superoxide dismutase (SOD), a hallmark of familial amyotrophic lateral sclerosis (FALS) in humans, are shown here to confer striking neuropathology in Drosophila. Heterozygotes with one wild-type and one deleted SOD allele retain the expected 50% of normal activity for this dimeric enzyme. However, heterozygotes with one wild-type and one missense SOD allele show lesser SOD activities, ranging from 37% for a heterozygote carrying a missense mutation predicted from structural models to destabilize the dimer interface, to an average of 13% for several heterozygotes carrying missense mutations predicted to destabilize the subunit fold. Genetic and biochemical evidence suggests a model of dimer dysequilibrium whereby SOD activity in missense heterozygotes is reduced through entrapment of wild-type subunits into unstable or enzymatically inactive heterodimers. This dramatic impairment of the activity of wild-type subunits in vivo has implications for our understanding of FALS and for possible therapeutic strategies.

Amino Acid Sequence↗

1.4 A structure of photoactive yellow protein, a cytosolic photoreceptor: unusual fold, active site, and chromophore.

A photosensing protein directs light energy captured by its chromophore into a photocycle. The protein's structure must accommodate the photocycle and promote the resulting chemical or conformational changes that lead to signal transduction. The 1.4 A crystallographic structure of photoactive yellow protein, determined by multiple isomorphous replacement methods, provides the first view at atomic resolution of a protein with a photocycle. The alpha/beta fold, which differs from the original chain tracing, shows striking similarity to distinct parts of the signal transduction proteins profilin and the SH2 domain. In the dark state structure of photoactive yellow protein, the novel 4-hydroxycinnamyl chromophore, covalently attached to Cys69, is buried within the major hydrophobic core of the protein and is tethered at both ends by hydrogen bonds. In the active site, the yellow anionic form of the chromophore is stabilized by hydrogen bonds from the side chains of Tyr42 and buried Glu46 to the phenolic oxygen atom and by electrostatic complementarity with the positively charged guanidinium group of Arg52. Thr50 further interlocks Tyr42, Glu46, and Arg52 through a network of active site hydrogen bonds. Arg52, located in a concavity of the protein surface adjacent to the dominant patch of negative electrostatic potential, shields the chromophore from solvent and is positioned to form a gateway for the phototactic signal. Overall, the high-resolution structure of photoactive yellow protein supports a mechanism whereby electrostatic interactions create an active site poised for photon-induced rearrangements and efficient protein-mediated signal transduction.

Amino Acid Sequence↗

Optical studies of a bacterial photoreceptor protein, photoactive yellow protein, in single crystals.

Photoactive yellow protein (PYP), isolated from Ectothiorhodospira halophila, is a water soluble, 14 kDa photoreceptor protein with a fully reversible photocycle resembling that of sensory rhodopsin II. We have established the presence of photoactivity in PYP crystals and defined the relaxation kinetics of spectroscopically distinguishable species in quantitative terms. The PYP crystal has a bright yellow color and displays pronounced anisotropic absorption properties. Linear dichroism measurements show that the transition moment of the PYP chromophore makes an angle of 73 degrees (or 107 degrees) with respect to the six-fold crystallographic symmetry axis. The crystal absorbance can be bleached reversibly as indicated by absorption changes. A bleached photostationary state in the crystal can be established via CW laser illumination, and the extent of crystal bleaching is found to be clearly dependent on excitation laser wavelength, intensity and illumination time. These results provide the information for designing time-resolved crystallography experiments in which a minimum perturbation is applied to the PYP crystals. Global exponential fitting shows that the relaxation from the photostationary state in the crystal is biphasic at -4 degrees C; a slower component of 1.4 +/- 0.2 s-1 accounts for 60% of the absorbance change and a faster component of 5.2 +/- 0.9 s-1 for the other 40%. As a control, we found that the kinetics for the same relaxation in solution are well described by one exponential and agree quantitatively with previous studies. The two rate constants observed in the crystal show similar temperature dependences, with activation energies for the slow and fast components of 11.7 +/- 1.2 and 5.5 +/- 2.3 kcal/mol, respectively. However, the amplitudes associated with the two exponents show different and opposite temperature dependence. Our results show that the solution kinetic model is not directly applicable to crystals. A kinetic model consistent with the optical data is important to extract the underlying structural intermediates from the time-resolved X-ray diffraction data obtained in parallel with the optical data described here. We propose an alternative model for the photocycle in the crystal which contains an additional bleached intermediate in parallel with the last long-lived intermediate in the solution model.

Bacterial Proteins↗

Atomic and residue hydrophilicity in the context of folded protein structures.

Water-protein interactions drive protein folding, stabilize the folded structure, and influence molecular recognition and catalysis. We analyzed the closest protein contacts of 10,837 water molecules in crystallographic structures to define a specific hydrophilicity scale reflecting specific rather than bulk solvent interactions. The tendencies of different atom and residue types to be the nearest protein neighbors of bound water molecules correlated with other hydrophobicity scales, verified the relevance of crystallographically determined water positions, and provided a direct experimental measure of water affinity in the context of the folded protein. This specific hydrophilicity was highly correlated with hydrogen-bonding capacity, and correlated better with experimental than computationally derived measures of partitioning between aqueous and organic phases. Atoms with related chemistry clustered with respect to the number of bound water molecules. Neutral and negatively charged oxygen atoms were the most hydrophilic, followed by positively-charged then neutral nitrogen atoms, followed by carbon and sulfur atoms. Agreement between observed side-chain specific hydrophilicity values and values derived from the atomic hydrophilicity scale showed that hydrophilicity values can be synthesized for different functional groups, such as unusual side or main chains, discontinuous epitopes, and drug molecules. Two methods of atomic hydrophilicity analysis provided a measure of complementarity in the interfaces of trypsin:pancreatic trypsin inhibitor and HIV protease:U-75875 inhibitor complexes.

Amino Acids↗

Metalloantibody design.

Metal-binding sites were designed within the antigen-binding pocket of the catalytic antibody 43C9 based on a 3-dimensional antibody model and crystallographic structures of Zn-binding metalloenzymes. These tetrahedral Zn-binding sites were designed to mimic both secondary and tertiary structural characteristics of catalytic metal sites in enzymes. Each site was planned to have two His ligands across from each other on adjacent antiparallel beta-strands. Sites were selected to sequester the metal ion from bulk solvent and place an open metal coordination position next to the antigen or potential substrates. Three distinct metal-site designs, with ligands in the variable light domain, in the variable heavy domain, and in both domains, were later implemented experimentally and shown spectroscopically to bind metal ions as predicted. These results demonstrate the success of our design approach, the versatility of the antibody structure for metalloprotein design, and the validity of the 3-dimensional model. The ability to predictably design multiple metal sites in the ordered antigen-recognition region at the bottom of the pocket allows tuning of metal ion placement and enhances the likelihood of interaction with putative substrates.

Antibodies↗

Complete chemical structure of photoactive yellow protein: novel thioester-linked 4-hydroxycinnamyl chromophore and photocycle chemistry.

The unique ability of photoactive proteins to capture and use energy from a photon of light depends on the chromophore, its linkage to the protein, and the surrounding protein environment. To understand the molecular mechanisms by which a chromophore and protein interact to undergo a light cycle, we are studying photoactive yellow protein (PYP), a 14-kDa water-soluble photoreceptor from Ectothiorhodospira halophila with a photocycle similar to that of sensory rhodopsin. Here, we report the cloning and sequencing of the pyp gene and the chemical identification of both the chromophore and its covalent linkage to the protein. Elemental composition data from high-resolution mass spectrometry of a proteolytically derived chromopeptide, pH titrations and UV-visible spectroscopy of the protein-bound and chemically released chromophore, and fragmentation mass spectrometry of the liberated chromophore amide were combined with results from the 1.4-A-resolution protein crystal structure to identify the chromophore in PYP as a 4-hydroxycinnamyl group covalently bound to the sole cysteine residue via a thioester linkage. While 4-hydroxycinnamate is a metabolic product of the phenylpropanoid pathway and a key molecule in plant stress response, this is the first report of covalent modification of a protein by this group. In the dark (yellow) state of PYP, the protein stabilizes the chromophore as the deprotonated phenolate anion. By combining our biochemical characterization of the chromophore with other published observations, we propose a chemical basis for the photocycle: following the initial absorption of a photon, the photocycle of PYP involves protonation of the chromophore to a neutral phenol form corresponding to the observed photobleached intermediate.

Amino Acid Sequence↗

Identification of a novel integrin binding site in fibronectin. Differential utilization by beta 3 integrins.

Fibronectin (Fn) binding to the integrins alpha IIb beta 3 and alpha v beta 3 involves the Arg-Gly-Asp sequence. The identification of other regions of Fn that interact with alpha IIb beta 3 suggests a potential mechanism for differential ligand recognition by integrins. We report here the identification of an 11-residue peptide sequence from the 9th type III repeat of Fn (3Fn9), which inhibits ligand binding to alpha IIb beta 3 by interacting directly with this receptor. Mutational analysis demonstrated that this same region was involved in the formation of epitopes for two anti-Fn mAbs that inhibit Fn binding to alpha IIb beta 3, thus emphasizing the role of this site in the macromolecule. Molecular modeling of the 3Fn9-10 modules suggested that Fn residues Asp1373-Thr1383 are at least 25 A distant from the Arg-Gly-Asp site and therefore does not directly interact with it. The 3Fn9 site was differentially recognized by the beta 3 integrin family. The Asp1373-Thr1383 peptide failed to inhibit ligand binding to alpha v beta 3, a recombinant Fn Ala1235-Ser1436 fragment was not recognized by alpha v beta 3, and addition of the 3Fn9 module to the amino terminus of the 3Fn10 did not affect the potency of inhibition of Fn binding to alpha v beta 3. Thus, a novel integrin recognition site in the 3Fn9 module of Fn that is differentially recognized by the beta 3 integrins has been localized within the residues Asp1373-Thr1383.

Amino Acid Sequence↗

Site-directed mutagenesis of a catalytic antibody: an arginine and a histidine residue play key roles.

Individual residues important for ligand binding and catalytic activity were identified by computer modeling and investigated by site-directed mutagenesis for catalytic antibody 43C9, which accelerates amide hydrolysis by a factor of 10(6). On the basis of a computer model, Tyr L32, His L91, Arg L96, His H35, and Tyr H95 were chosen for replacement by site-directed mutagenesis. To facilitate these studies, an expression system was developed in which properly folded 43C9 single-chain antibody was secreted from an engineered Escherichia coli host. Substitution of His L91 by Gln produced a mutant with no catalytic activity, but whose affinities for ligands were nearly the same as those of the wild-type, identifying His L91 as the nucleophile that forms the acyl intermediate implicated by previous kinetic studies. Arg L96 is also critical for catalytic activity and appears to function as a oxyanion hole for the tetrahedral transition states. Two substitutions for His H35 resulted in mutant proteins with no catalytic activity as well as altered affinities for ligands, indicating an important structural role for this residue. Substitutions for Tyr L32 and Tyr H95 were made in an attempt to improve the catalytic efficiency of 43C9. The results of these mutations allow us to propose a mechanism for 43C9-catalyzed hydrolysis: Substrate binding to 43C9 orients the scissile carbonyl group adjacent to both the His L91 and Arg L96 side chains. The imidazole of His L91 acts as a nucleophile, forming an acyl-antibody intermediate that breaks down by hydroxide attack to afford the products and regenerate the catalyst.

Antibodies, Catalytic↗

Catalytic antibody model and mutagenesis implicate arginine in transition-state stabilization.

To probe the mechanism of the catalytic antibody NPN43C9, we have constructed a three-dimensional model of the NPN43C9 variable region using our antibody structural database (ASD), which takes maximal advantage of immunoglobulin sequence and structural information. The ASD contains separately superimposed variable light and variable heavy chains, which reveal not only conserved backbone structure, but also structurally conserved side-chain conformations. The NPN43C9 model revealed that the guanidinium group of light chain Arg L96 was positioned at the bottom of the antigen-binding site and formed a salt bridge with the antigen's phosphonamidate group, which mimics the negatively charged, tetrahedral transition states in the hydrolysis reaction. Thus, the model predicts both binding and catalytic functions for Arg L96, which previously had not been implicated in either. First, Arg L96 should enhance antigen binding by electrostatically complementing the negative charge of the antigen, which is buried upon complex formation. Second, Arg L96 should promote catalysis by electrostatically stabilizing the negatively charged transition states formed during catalysis. These hypotheses were tested experimentally by design and characterization of the R-L96-Q mutant, in which Arg L96 was replaced with Gln by site-directed mutagenesis. As predicted, antigen binding in the R-L96-Q mutant was decreased relative to that in the parent NPN43C9 antibody, but binding of antigen fragments lacking the phosphonamidate group was retained. In addition, the R-L96-Q mutant had no detectable esterase activity. Thus, the computational model and experimental results together suggest a mechanism by which the catalytic antibody NPN43C9 stabilizes high-energy transition states during catalysis.

Amino Acid Sequence↗

A structural model for the prostate disease marker, human prostate-specific antigen.

Prostate-specific antigen (PSA) provides an excellent serum marker for prostate cancer, the most frequent form of cancer in American males. PSA is a 237-residue protease based on sequence homology to kallikrein-like enzymes. To predict the 3-dimensional structure of PSA, homology modeling studies were performed based on sequence and structural alignments with tonin, pancreatic kallikrein, chymotrypsin, and trypsin. The structurally conserved regions of the 4 reference X-ray proteins provided the core structure of PSA, whereas the loop structures were modeled on the loops of tonin and kallikrein. The unique "kallikrein loop" insert, between Ser 95b and Pro 95k of kallikrein, was constructed using molecular mechanics, dynamics, and electrostatics calculations. In the resulting PSA structure, the catalytic triad, involving residues His 57, Asp 102, and Ser 195, and hydrophobic and electrostatic interactions typical of serine proteases were extremely well conserved. Similarly, the 5-disulfide bonds of kallikrein were also conserved in PSA. These results, together with the fact that no major steric clashes arose during the modeling process, provide strong evidence for the validity of the PSA model. Calculation of the electrostatic potential contours of kallikrein and PSA was carried out using the finite difference Poisson-Boltzmann method. The calculations revealed matching areas of negative potential near the catalytic triad, but differences in the positive potential surrounding the active site. The PSA glycosylation site, Asn 61, is fully accessible to the solvent and is enclosed in a positive region of the isopotential map. The bottom of the substrate specificity pocket, residue S1, is a serine (Ser 189) as in chymotrypsin, rather than aspartate (Asp 189) as in tonin, kallikrein, and trypsin. This fact, plus other features of the S1 binding-pocket region, suggest that PSA would prefer substrates with hydrophobic residues at the P1 position. The location of a potential zinc ion binding site involving the side chain of histidines 91, 101, and 233 is also suggested. This PSA model should facilitate the understanding and prediction of structural and functional properties of this important cancer marker.

Amino Acid Sequence↗

The role of arginine 143 in the electrostatics and mechanism of Cu,Zn superoxide dismutase: computational and experimental evaluation by mutational analysis.

Cu,Zn superoxide dismutase protects cells from oxidative damage by removing superoxide radicals in one of the fastest enzyme reactions known. The redox reaction at the active-site Cu ion is rate-limited by diffusion and enhanced by electrostatic guidance. To quantitatively define the electrostatic and mechanistic contributions of sequence-invariant Arg-143 in human Cu,Zn superoxide dismutase, single-site mutants at this position were investigated experimentally and computationally. Rate constants for several Arg-143 mutants were determined at different pH and ionic strength conditions using pulse radiolytic methods and compared to results from Brownian dynamics simulations. At physiological pH, substitution of Arg-143 by Lys caused a 2-fold drop in rate, neutral substitutions (Ile, Ala) reduced the rate about 10-fold, while charge-reversing substitutions (Asp, Glu) caused a 100-fold decrease. Position 143 mutants showed pH dependencies not seen in other mutants. At low pH, the acidic residue mutations exhibited protonation/deprotonation effects. At high pH, all enzymes showed typical decreases in rate except the Lys mutant in which the rate dropped off at an unusually low pH. Increasing ionic strength at acidic pH decreased the rates of the wild-type enzyme and Lys mutant, while the rate of the Glu mutant was unaffected. Increasing ionic strength at higher pH (> 10) increased the rates of the Lys and Glu mutants while the rate of the wild-type enzyme was unaffected. Reaction simulations with Brownian dynamics incorporating electrostatic effects tested computational predictability of ionic strength dependencies of the wild-type enzyme and the Lys, Ile, and Glu mutants. The calculated and experimental ionic strength profiles gave similar slopes in all but the Glu mutant, indicating that the electrostatic attraction of the substrate is accurately modeled. Differences between the calculated and experimental rates for the Glu and Lys mutants reflect the mechanistic contribution of Arg-143. Results from this joint analysis establish that, aside from the Cu ligands, Arg-143 is the single most important residue in Cu,Zn superoxide dismutase both electrostatically and mechanistically, and provide an explanation for the evolutionary selection of arginine at position 143.

Arginine↗

Amyotrophic lateral sclerosis and structural defects in Cu,Zn superoxide dismutase.

Single-site mutants in the Cu,Zn superoxide dismutase (SOD) gene (SOD1) occur in patients with the fatal neurodegenerative disorder familial amyotrophic lateral sclerosis (FALS). Complete screening of the SOD1 coding region revealed that the mutation Ala4 to Val in exon 1 was the most frequent one; mutations were identified in exons 2, 4, and 5 but not in the active site region formed by exon 3. The 2.4 A crystal structure of human SOD, along with two other SOD structures, established that all 12 observed FALS mutant sites alter conserved interactions critical to the beta-barrel fold and dimer contact, rather than catalysis. Red cells from heterozygotes had less than 50 percent normal SOD activity, consistent with a structurally defective SOD dimer. Thus, defective SOD is linked to motor neuron death and carries implications for understanding and possible treatment of FALS.

Amino Acid Sequence↗

An essential role for the conserved Glu-133 in the anion interaction with superoxide dismutase.

Negatively charged glutamic acid residues at positions 132 and 133 in human Cu2Zn2SOD are located at the entrance to the active site cavity and affect electrostatic interactions with the negatively charged substrate. The mutants in which these residues have been neutralized separately and together by conversion to glutamine residues or changed to a positive group on position 133 have been characterized through a variety of biophysical techniques. The structure around the metal ions, as monitored by spectroscopic measurements, is the same in the mutants and native enzyme. The mutants have been characterized with respect to the affinity for the anion N3-. The mutants have larger affinity for azide than the WT, as a result of the removal of one or two negative charges or of the introduction of a positive group. The pattern of the azide affinity constants parallels that of the rate of O2- dismutation. The substitution of the negative Glu-133 with a positive group does not induce a larger increase in the affinity as well as in the catalytic rates with respect to its neutralization. These patterns cannot, therefore, be rationalized only in terms of electrostatic interactions. The behavior of the mutants towards the substrate (O2-) and substrate analogue (N3-) is discussed on the basis of theoretical predictions available in the literature.

Anions↗

The interdependence of protein surface topography and bound water molecules revealed by surface accessibility and fractal density measures.

To characterize water binding to proteins, which is fundamental to protein folding, stability and activity, the relationships of 10,837 bound water positions to protein surface shape and residue type were analyzed in 56 high-resolution crystallographic structures. Fractal atomic density and accessibility algorithms provided an objective characterization of deep grooves in solvent-accessible protein surfaces. These deep grooves consistently had approximately the diameter of one water molecule, suggesting that deep grooves are formed by the interactions between protein atoms and bound water molecules. Protein surface topography dominates the chemistry and extent of water binding. Protein surface area within grooves bound three times as many water molecules as non-groove surface; grooves accounted for one-quarter of the total surface area yet bound half the water molecules. Moreover, only within grooves did bound water molecules discriminate between different side-chains. In grooves, main-chain surface was as hydrated as that of the most hydrophilic side-chains, Asp and Glu, whereas outside grooves all main and side-chains bound water to a similar, and much decreased, extent. This identification of the interdependence of protein surface shape and hydration has general implications for modelling and prediction of protein surface shape, recognition, local folding and solvent binding.

Algorithms↗