Prediction of C alpha-H...O and C alpha-H...pi interactions in proteins using recurrent neural network

In this study, an attempt has been made to develop a method for predicting weak hydrogen bonding interactions, namely, C alpha-H...O and C alpha-H...pi interactions in proteins using artificial neural network. Both standard feed-forward neural network (FNN) and recurrent neural networks (RNN) have been trained and tested using five-fold cross-validation on a non-homologous dataset of 2298 protein chains where no pair of sequences has more than 25% sequence identity. It has been found that the prediction accuracy varies with the separation distance between donor and acceptor residues. The maximum sensitivity achieved with RNN for C alpha-H...O is 51.2% when donor and acceptor residues are four residues apart (i.e. at delta D-A = 4) and for C alpha-H...pi is 82.1% at delta D-A = 3. The performance of RNN is increased by 1-3% for both types of interactions when PSIPRED predicted protein secondary structure is used. Overall, RNN performs better than feed-forward networks at all separation distances between donor-acceptor pair for both types of interactions. Based on the observations, a web server CHpredict (available at http://www.imtech.res.in/raghava/chpredict/) has been developed for predicting donor and acceptor residues in C alpha-H...O and C alpha-H...pi interactions in proteins.     

Design, synthesis and peroxidase-like activity of 3α-helix proteins covalently bound to heme

As a model of artificial peroxidase, de novo designed three-α-helix proteins, 3α-H9 and 3α-H12, covalently bound to Fe(III)-mesoporphyrin IX were synthesized and examined for a peroxidase-like activity. The activity was regulated according to the positions of His residues in the proteins, and the His residues played a role in an acid–base catalytic function.     

GXXXG and AXXXA: common alpha-helical interaction motifs in proteins, particularly in extremophiles

The GXXXG motif is a frequently occurring sequence of residues that is known to favor helix-helix interactions in membrane proteins. Here we show that the GXXXG motif is also prevalent in soluble proteins whose structures have been determined. Some 152 proteins from a non-redundant PDB set contain at least one alpha-helix with the GXXXG motif, 41 +/- 9% more than expected if glycine residues were uniformly distributed in those alpha-helices. More than 50% of the GXXXG-containing alpha-helices participate in helix-helix interactions. In fact, 26 of those helix-helix interactions are structurally similar to the helix-helix interaction of the glycophorin A dimer, where two transmembrane helices associate to form a dimer stabilized by the GXXXG motif. As for the glycophorin A structure, we find backbone-to-backbone atomic contacts of the C alpha-H...O type in each of these 26 helix-helix interactions that display the stereochemical hallmarks of hydrogen bond formation. These glycophorin A-like helix-helix interactions are enriched in the general set of helix-helix interactions containing the GXXXG motif, suggesting that the inferred C alpha-H...O hydrogen bonds stabilize the helix-helix interactions. In addition to the GXXXG motif, some 808 proteins from the non-redundant PDB set contain at least one alpha-helix with the AXXXA motif (30 +/- 3% greater than expected). Both the GXXXG and AXXXA motifs occur frequently in predicted alpha-helices from 24 fully sequenced genomes. Occurrence of the AXXXA motif is enhanced to a greater extent in thermophiles than in mesophiles, suggesting that helical interaction based on the AXXXA motif may be a common mechanism of thermostability in protein structures. We conclude that the GXXXG sequence motif stabilizes helix-helix interactions in proteins, and that the AXXXA sequence motif also stabilizes the folded state of proteins.     

The HELLGH motif of rat liver dipeptidyl peptidase III is involved in zinc coordination and the catalytic activity of the enzyme.

The role of the HELLGH (residues 450-455) motif in the sequence of rat dipeptidyl peptidase III (EC 3.4.14.4) was investigated by replacing Glu451 with an alanine or an aspartic acid residue and by replacing His450 and His455 with a tyrosine residue by site-directed mutagenesis. Mutated cDNAs were expressed three or four times in Escherichia coli, and the resulting proteins were purified to apparent homogeneity. None of the expressed mutated proteins exhibited DPP III activity. The mutants of Glu451 contained 1 mol of zinc per mole of protein, but mutants His450 and His455 did not contain significant amounts of zinc as determined by atomic absorption spectrometry. The Leu453-deleted enzyme (having the zinc aminopeptidase motif HExxH-18-E) had almost the same order of binding affinity (for Arg-Arg-2-naphthylamide) as the wild-type enzyme, but the specificity constant was about 10%. These results provide evidence that the suitable number of amino acids included between Glu451 and His455 is three residues for the enzyme activity and confirm that residues His450, His455, and Glu451 are involved in zinc coordination and catalytic activity.     

Analysis of the mechanism of the Serratia nuclease using site-directed mutagenesis.

Based on crystal structure analysis of the Serratia nuclease and a sequence alignment of six related nucleases, conserved amino acid residues that are located in proximity to the previously identified catalytic site residue His89 were selected for a mutagenesis study. Five out of 12 amino acid residues analyzed turned out to be of particular importance for the catalytic activity of the enzyme: Arg57, Arg87, His89, Asn119 and Glu127. Their replacement by alanine, for example, resulted in mutant proteins of very low activity, < 1% of the activity of the wild-type enzyme. Steady-state kinetic analysis of the mutant proteins demonstrates that some of these mutants are predominantly affected in their kcat, others in their Km. These results and the determination of the pH and metal ion dependence of selected mutant proteins were used for a tentative assignment for the function of these amino acid residues in the mechanism of phosphodiester bond cleavage by the Serratia nuclease.     

Key role of conserved histidines in recombinant mouse beta-carotene 15,15'-monooxygenase-1 activity

Alignment of sequences of vertebrate beta-carotene 15,15'-monooxygenase-1 (BCMO1) and related oxygenases revealed four perfectly conserved histidines and five acidic residues (His172, His237, His308, His514, Asp52, Glu140, Glu314, Glu405, and Glu457 in mouse BCMO1). Because BCMO1 activity is iron-dependent, we propose that these residues participate in iron coordination and therefore are essential for catalytic activity. To test this hypothesis, we produced mutant forms of mouse BCMO1 by replacing the conserved histidines and acidic residues as well as four histidines and one glutamate non-conserved in the overall family with alanines by site-directed mutagenesis. Our in vitro and in vivo data showed that mutation of any of the four conserved histidines and Glu405 caused total loss of activity. However, mutations of non-conserved histidines or any of the other conserved acidic residues produced impaired although enzymatically active proteins, with a decrease in activity mostly due to changes in V(max). The iron bound to protein was determined by inductively coupled plasma atomic emission spectrometry. Bound iron was much lower in preparations of inactive mutants than in the wild-type protein. Therefore, the conserved histidines and Glu405 are absolutely required for the catalytic mechanism of BCMO1. Because the mutant proteins are impaired in iron binding, these residues are concluded to coordinate iron required for catalytic activity. These data are discussed in the context of the predicted structure for the related eubacterial apocarotenal oxygenase.     

Identification of residues critical for activity of the wound-induced leucine aminopeptidase (LAP-A) of tomato.

The importance of two putative Zn2+-binding (Asp347, Glu429) and two catalytic (Arg431, Lys354) residues in the tomato leucine aminopeptidase (LAP-A) function was tested. The impact of substitutions at these positions, corresponding to the bovine LAP residues Asp255, Glu334, Arg336, and Lys262, was evaluated in His6-LAP-A fusion proteins expressed in Escherichia coli. Sixty-five percent of the mutant His6-LAP-A proteins were unstable or had complete or partial defects in hexamer assembly or stability. The activity of hexameric His6-LAP-As on Xaa-Leu and Leu-Xaa dipeptides was tested. Most substitutions of Lys354 (a catalytic residue) resulted in His6-LAP-As that cleaved dipeptides at slower rates. The Glu429 mutants (a Zn2+-binding residue) had more diverse phenotypes. Some mutations abolished activity and others retained partial or complete activity. The E429D His6-LAP-A enzyme had Km and kcat values similar to the wild-type His6-LAP-A. One catalytic (Arg431) and one Zn-binding (Asp347) residue were essential for His6-LAP-A activity, as most R431 and D347 mutant His6-LAP-As did not hydrolyze dipeptides. The R431K His6-LAP-A that retained the positive charge had partial activity as reflected in the 4.8-fold decrease in kcat. Surprisingly, while the D347E mutant (that retained a negative charge at position 347) was inactive, the D347R mutant that introduced a positive charge retained partial activity. A model to explain these data is proposed.     

His(20) provides the sole functionally significant side chain in the essential TonB transmembrane domain

The cytoplasmic membrane protein TonB couples the protonmotive force of the cytoplasmic membrane to active transport across the outer membrane of Escherichia coli. The uncleaved amino-terminal signal anchor transmembrane domain (TMD; residues 12 to 32) of TonB and the integral cytoplasmic membrane proteins ExbB and ExbD are essential to this process, with important interactions occurring among the several TMDs of all three proteins. Here, we show that, of all the residues in the TonB TMD, only His(20) is essential for TonB activity. When alanyl residues replaced all TMD residues except Ser(16) and His(20), the resultant "all-Ala Ser(16) His(20)" TMD TonB retained 90% of wild-type iron transport activity. Ser(16)Ala in the context of a wild-type TonB TMD was fully active. In contrast, His(20)Ala in the wild-type TMD was entirely inactive. In more mechanistically informative assays, the all-Ala Ser(16) His(20) TMD TonB unexpectedly failed to support formation of disulfide-linked dimers by TonB derivatives bearing Cys substitutions for the aromatic residues in the carboxy terminus. We hypothesize that, because ExbB/D apparently cannot efficiently down-regulate conformational changes at the TonB carboxy terminus through the all-Ala Ser(16) His(20) TMD, the TonB carboxy terminus might fold so rapidly that disulfide-linked dimers cannot be efficiently trapped. In formaldehyde cross-linking experiments, the all-Ala Ser(16) His(20) TMD also supported large numbers of apparently nonspecific contacts with unknown proteins. The all-Ala Ser(16) His(20) TMD TonB retained its dependence on ExbB/D. Together, these results suggest that a role for ExbB/D might be to control rapid and nonspecific folding that the unregulated TonB carboxy terminus otherwise undergoes. Such a model helps to reconcile the crystal/nuclear magnetic resonance structures of the TonB carboxy terminus with conformational changes and mutant phenotypes observed at the TonB carboxy terminus in vivo.     

Identification of catalytically relevant amino acids of the extracellular Serratia marcescens endonuclease by alignment-guided mutagenesis.

By sequence alignment of the extracellular Serratia marcescens nuclease with three related nucleases we have identified seven charged amino acid residues which are conserved in all four sequences. Six of these residues together with four other partially conserved His or Asp residues were changed to alanine by site-directed PCR-mediated mutagenesis using a variant of the nuclease gene in which the coding sequence of the signal peptide was replaced by the coding sequence for an N-terminal affinity tag [Met(His)6GlySer]. Four of the mutant proteins showed almost no reduction in nuclease activity but five displayed a 10- to 1000-fold reduction in activity and one (His110Ala) was inactive. Based upon these results it is suggested that the S.marcescens nuclease employs a mechanism in which His110 acts in concert with a Mg2+ ion and three carboxylates (Asp107, Glu148 and Glu232) as well as one or two basic amino acid residues (Arg108, Arg152).     

High-level expression and single-step purification of leucyl-tRNA synthetase from Escherichia coli

A T7 promoter-based His6-tagging vector has been constructed that directs the synthesis in Escherichia coli of fusion proteins containing a stretch of six histidine residues at the N terminus. The vector allows overproduction and single-step purification of His6-fusion protein by immobilized metal (Ni2+) chelate affinity chromatography. The gene encoding leucyl-tRNA synthetase (leuS) was cloned into this vector and expressed in high level. The specific activity of the synthetase in the crude extract of E. coli JM109(DE3) transformant containing the His6-tagging vector with the gene leuS was approximately 110 times that of JM109(DE3) (the host strain without the vector). The overproduced His6-fusion leucyl-tRNA synthetase can be purified to homogeneity under native conditions within 2 h by one-step affinity chromatography with an overall yield of 55%. The His6-tag at the N terminus of leucyl-tRNA synthetase did not affect its aminoacylation activity or the secondary structure.     

Overexpression, site-directed mutagenesis, and mechanism of Escherichia coli acid phosphatase.

Site-directed mutagenesis was used to examine the catalytic importance of 2 histidine and 4 arginine residues in Escherichia coli periplasmic acid phosphatase (EcAP). The residues that were selected as targets for mutagenesis were those that were also conserved in a number of high molecular weight acid phosphatases from eukaryotic organisms, including human prostatic and lysosomal acid phosphatases. Both wild type EcAP and mutant proteins were overproduced in E. coli using an expression system based on the T7 RNA polymerase promoter, and the proteins were purified to homogeneity. Examination of the purified mutant proteins by circular dichroism and proton NMR spectroscopy revealed no significant conformational changes. The replacement of Arg16 and His17 residues that were localized in a conserved N-terminal RHGXRXP motif resulted in the complete elimination of EcAP enzymatic activity. Critical roles for Arg20, Arg92, and His303 were also established because the corresponding mutant proteins exhibited residual activities that were not higher than 0.4% of that of wild type enzyme. In contrast, the replacement of Arg63 did not cause a significant alteration of the kinetic parameters. The results are in agreement with a previously postulated distant relationship between acid phosphatases, phosphoglycerate mutases, and fructose-2,6-bisphosphatase. These and earlier results are also consistent with the conclusion that 2 histidine residues participate in the catalytic mechanism of acid phosphatases, with His17 playing the role of a nucleophilic acceptor of the phospho group, whereas His303 may act as a proton donor to the alcohol or phenol.     

In vitro reconstitution and substrate specificity of a lantibiotic protease

Lacticin 481 is a lanthionine-containing bacteriocin (lantibiotic) produced by Lactococcus lactis subsp. lactis. The final steps of lacticin 481 biosynthesis are proteolytic removal of an N-terminal leader sequence from the prepeptide LctA and export of the mature lantibiotic. Both proteolysis and secretion are performed by the dedicated ATP-binding cassette (ABC) transporter LctT. LctT belongs to the family of AMS (ABC transporter maturation and secretion) proteins whose prepeptide substrates share a conserved double-glycine type cleavage site. The in vitro activity of a lantibiotic protease has not yet been characterized. This study reports the purification and in vitro activity of the N-terminal protease domain of LctT (LctT150), and its use for the in vitro production of lacticin 481. The G(-2)A(-1) cleavage site and several other conserved amino acid residues in the leader peptide were targeted by site-directed mutagenesis to probe the substrate specificity of LctT as well as shed light upon the role of these conserved residues in lantibiotic biosynthesis. His 10-LctT150 did not process most variants of the double glycine motif and processed mutants of Glu-8 only very slowly. Furthermore, incorporation of helix-breaking residues in the leader peptide resulted in greatly decreased proteolytic activity by His 10-LctT150. On the other hand, His 10-LctT150 accepted all peptides containing mutations in the propeptide or at nonconserved positions of LctA. In addition, the protease domain of LctT was investigated by site-directed mutagenesis of the conserved residues Cys12, His90, and Asp106. The proteolytic activities of the resulting mutant proteins are consistent with a cysteine protease.     

Structural elements responsible for transglutaminase activity of protein disulphide isomerases and thioredoxins

According to recent results both protein disulphide isomerase (PDI) and thioredoxin (Trx) enzymes have transglutaminase activity which can be linked to the thioredoxin box found in these proteins. Analysis of known protein disulphide isomerase and thioredoxin sequences has revealed the presence of conserved Cys, His and Asp residues required for transglutaminases to catalyze the incorporation of primary amines into protein-bound glutamine residues. The available 3D structures of PDIs and Trxs show that these residues are in close proximity to achieve transglutamylation of substrate proteins. The shared activities of the members of the large protein disulphide isomerase, thioredoxin and transglutaminase enzyme families reviewed here may have general biological significance in the regulation of cellular and tissue processes.     

Identification of metal-binding residues in the Klebsiella aerogenes urease nickel metallochaperone, UreE

The urease accessory protein encoded by ureE from Klebsiella aerogenes is proposed to bind intracellular Ni(II) for transfer to urease apoprotein. While native UreE possesses a histidine-rich region at its carboxyl terminus that binds several equivalents of Ni, the Ni-binding sites associated with urease activation are internal to the protein as shown by studies involving truncated H144UreE [Brayman and Hausinger (1996) J. Bacteriol. 178, 5410-5416]. Nine potential Ni-binding residues (five His, two Cys, one Asp, and one Tyr) within H144UreE were independently substituted by mutagenesis to determine their roles in metal binding and urease activation. In vivo effects of these substitutions on urease activity were measured in Escherichia coli strains containing the K. aerogenes urease gene cluster with the mutated ureE genes. Several mutational changes led to reductions in specific activity, with substitution of His96 producing urease activity below the level obtained from a ureE deletion mutant. The metal-binding properties of purified variant UreE proteins were characterized by a combination of equilibrium dialysis and UV/visible, EPR, and hyperfine-shifted 1H NMR spectroscopic methods. Ni binding was unaffected for most H144UreE variants, but mutant proteins substituted at His110 or His112 exhibited greatly reduced affinity for Ni and bound one, rather than two, metal ions per dimer. Cys79 was identified as the Cu ligand responsible for the previously observed charge-transfer transition at 370 nm, and His112 also was shown to be associated with this chromophoric site. NMR spectroscopy provided clear evidence that His96 and His110 serve as ligands to Ni or Co. The results from these and other studies, in combination with prior spectroscopic findings for metal-substituted UreE [Colpas et al. (1998) J. Biol. Inorg. Chem. 3, 150-160], allow us to propose that the homodimeric protein possesses two nonidentical metal-binding sites, each symmetrically located at the dimer interface. The first equivalent of added Ni or Co binds via His96 and His112 residues from each subunit of the dimer, and two other N or O donors. Asp111 either functions as a ligand or may affect this site by secondary interactions. The second equivalent of Ni or Co binds via the symmetric pair of His110 residues as well as four other N or O donors. In contrast, the first equivalent of Cu binds via the His110 pair and two other N/O donors, while the second equivalent of Cu binds via the His112 pair and at least one Cys79 residue. UreE sequence comparisons among urease-containing microorganisms reveal that residues His96 and Asp111, associated with the first site of Ni binding, are highly conserved, while the other targeted residues are missing in many cases. Our data are most compatible with one Ni-binding site per dimer being critical for UreE's function as a metallochaperone.     

Essential features of the catalytic core of peptidyl-alpha-hydroxyglycine alpha-amidating lyase

Bioactive peptides frequently terminate with an essential alpha-amide that is generated from a COOH-terminal Gly in a two-step enzymatic process occurring within the lumen of the secretory pathway. The first enzyme, peptidylglycine alpha-hydroxylating monooxygenase, is a member of the copper- and ascorbate-dependent monooxygenase family. The second enzyme, peptidyl-alpha-hydroxyglycine alpha-amidating lyase (PAL, EC 4.3.2.5), has no known homologues. Examination of the catalytic core of PAL (PALcc) using trypsin, BNPS skatole, and COOH-terminally truncated proteins failed to identify stable subdomains. Treatment of PALcc with divalent metal ion chelators inactivated the enzyme and increased its protease and thermal sensitivity, suggesting a structural role for bound metal. Purified PALcc contained 0.7 +/- 0.4 mol of zinc/mol of enzyme. Since the four Cys residues in PALcc form two disulfide bonds, potential Zn ligands include conserved Asp, Glu, and His residues. The secretion and activity of PALcc bearing mutations in each conserved Asp, Glu, and His residue were evaluated. Mutation of three conserved Asp residues and two conserved His residues yielded a protein that could not be secreted, suggesting that these residues play a structural role. Analysis of mutants that were efficiently secreted identified three His residues along with single Asp residue that may play a role in catalysis. These essential residues occur in a pattern unique to PAL.     

Secretion of mono- and diacylglycerol lipase from Penicillium camembertii U-150 by Saccharomyces cerevisiae and site-directed mutagenesis of the putative catalytic sites of the lipase.

Yeast cells carrying intronless mono- and diacylglycerol lipase (MDGL) genes, constructed by recombination of the genomic gene and cDNA, secreted MDGL into the culture supernatant. Most of the yeast MDGL were extensively glycosylated while they had a similar glyceride specificity to that of native MDGL. Site-directed mutagenesis was used to directly confirm the involvements in enzyme activity of the presumptive amino acid residues to form the catalytic center of MDGL. These residues were conserved in the primary structure alignment of a lipase family from filamentous fungi. Mutant lipase proteins in which Ser83, Ser145, or His259 was replaced with glycine were secreted by yeast transformants as inactive proteins. Mutant proteins replacing Asp199 with glycine or asparagine were not detected in the culture supernatant. Replacing other two highly conserved aspartic acids (at positions 232 and 243) with glycine did not render the enzyme inactive. These results indicate that Ser83, Ser145, and His259 in MDGL, are essential to enzyme activity. Asp199 is also likely to be involved.     

The active site histidines of creatine kinase. A critical role of His 61 situated on a flexible loop.

A histidine residue with a pKa of 7 has been inferred to act as a general acid-base catalyst for the reaction of creatine kinase (CK), catalyzing the reversible phosphorylation of creatine by ATP. The chicken sarcomeric muscle mitochondrial isoenzyme Mib-CK contains several histidine residues that are conserved throughout the family of creatine kinases. By X-ray crystal structure analysis, three of them (His 61, His 92, and His 186) were recently shown to be located close to the active site of the enzyme. These residues were exchanged against alanine or aspartate by in vitro mutagenesis, and the six mutant proteins were expressed in E. coli and purified. Structural integrity of the mutant proteins was checked by small-angle X-ray scattering. Kinetic analysis showed the mutant His 61 Asp to be completely inactive in the direction of ATP consumption while exhibiting a residual activity of 1.7% of the wild-type (wt) activity in the reverse direction. The respective His to Ala mutant of residue 61 showed approximately 1% wt activity in the forward and 10% wt activity in the reverse reaction. All other mutants showed near wt activities. Changes in the kinetic parameters K(m) or Vmax, as well as a significant loss of synergism in substrate binding, could be observed with all active mutants. These effects were most pronounced for the binding of creatine and phosphocreatine, whereas ATP or ADP binding were less severely affected. Based on our results, we assume that His 92 and His 186 are involved in the binding of creatine and ATP in the active site, whereas His 61 is of importance for the catalytic reaction but does not serve as an acid-base catalyst in the transphosphorylation of creatine and ATP. In addition, our data support the idea that the flexible loop bearing His 61 is able to move towards the active site and to participate in catalysis.     

A simple assay and histochemical localization of transglutaminase activity using a derivative of green fluorescent protein as substrate.

Histidine-tagged green fluorescent protein (His(6)-Xpress-GFP), a widely used fluorescent probe, was found to be a good substrate for transglutaminase, an enzyme that catalyzes covalent crosslinking of proteins. GFP alone did not serve as a substrate but its derivative His(6)-Xpress-GFP was readily crosslinked through the Gln and Lys residues present in the short N-terminal extension (His(6)-Xpress). His(6)-Xpress-GFP was sensitive enough to detect the transglutaminase activity in guinea pig liver homogenates. The fluorescent substrate could also be used for activity staining of transglutaminase on histological tissue sections, and such applications revealed a surprisingly wide distribution of transglutaminase in the body, especially in the extracellular matrices of various tissues, suggesting an important role for transglutaminase in maintaining the integrity of the extracellular matrix and connective tissues by crosslinking its constituent proteins.(J Histochem Cytochem 49:247-258, 2001)     

Squash glycerol-3-phosphate (1)-acyltransferase. Alteration of substrate selectivity and identification of arginine and lysine residues important in catalytic activity

Glycerol-3-phosphate 1-acyltransferase is a soluble chloroplast enzyme involved in glycerol-lipid biosynthesis associated with chilling resistance in plants (). Resistance is associated with higher selectivity for unsaturated acyl substrates over saturated ones. In vitro substrate selectivity assays performed under physiologically relevant conditions have been established that discriminate between selective and non-selective forms of the enzyme. A mutation, L261F, in the squash protein converts it from a non-selective enzyme into a selective one. The mutation lies within 10 A of the predicted acyl binding site and results in a higher K(m) for 16:0 acyl carrier protein (ACP). Site-directed mutagenesis was used to determine the importance of four residues, Arg(235), Arg(237), Lys(193), and His(194), implicated to be involved in binding of the phosphate group of glycerol 3-phosphate to the enzyme. All the proteins were highly homologous in structure to the wild type enzyme. Mutations in Arg(235), Arg(237), and Lys(193) resulted in inactive enzyme, while His(194) had reduced catalytic activity. The mutant proteins retained the ability to bind stoichiometric quantities of acyl-ACPs supporting the potential role of these residues in glycerol 3-phosphate binding.