Resonance Raman and Fourier transform infrared spectroscopic studies of the acyl carbonyl group in [3-(5-methyl-2-thienyl)acryloyl]chymotrypsin: evidence for artifacts in the spectra obtained by both techniques

The acyl carbonyl group of [3-(5-methyl-2-thienyl)acryloyl]chymotrypsin (5MeTA-chymotrypsin) has been investigated by using both resonance Raman (RR) and Fourier transform infrared (FTIR) spectroscopies. The spectrum of the acyl-enzyme carbonyl group has been obtained as a function of pH over the range 3.0-10.0 in the RR experiments and over the range 3.4-7.6 (p2H) in the FTIR experiments. The carbonyl spectral profiles obtained by using FTIR spectroscopy are substantially different from the carbonyl profiles obtained by using RR spectroscopy. The FTIR spectra were obtained by subtracting the spectrum of the free enzyme from that of the acyl-enzyme. Use of the active-site inhibitor phenylmethanesulfonyl fluoride demonstrates that part of the intensity observed in the FTIR spectra of 5MeTA-chymotrypsin is due to a subtraction artifact giving rise to enzyme-associated bands, probably from peptide groups perturbed by substrate binding. The enzyme bands can be removed by subtracting the FTIR spectrum of 13C=O acyl-enzyme from that of 12C=O acyl-enzyme. Additionally, this procedure reveals that one of the acyl-enzyme carbonyl bands observed at 1727 cm-1 using RR spectroscopy is absent in the FTIR acyl-enzyme spectrum. However, a feature near 1720 cm-1 can be induced in the FTIR spectrum by actinic light in the near-UV region. Thus, it is proposed that the 1727 cm-1 RR carbonyl band results from a population of acyl-enzymes which is generated by exposure to the laser beam during RR data collection. When both the RR and FTIR data are adjusted to remove artifacts, they provide essentially identical carbonyl stretching profiles.     

Secondary structures of proteins adsorbed onto aluminum hydroxide: infrared spectroscopic analysis of proteins from low solution concentrations

Comparative studies of the secondary structures of six model proteins, adsorbed onto aluminum hydroxide gel (Alhydrogel) or in aqueous solution, were carried out by Fourier transform infrared (FTIR) spectroscopy. The analysis of high-quality spectra of all six model proteins, with a broad range of secondary structure compositions, obtained at 15 mg/ml by the conventional method and at 0.5 and 1.0 mg/ml adsorbed to Alhydrogel revealed that adsorption onto hydrophilic surfaces of aluminum hydroxide particles did not alter the secondary structures of the proteins. The results of this study suggest that adsorbing proteins to Alhydrogel provides a means of obtaining FTIR spectra to study secondary structure and conformational changes of proteins in aqueous solution at very low concentrations. The new procedure effectively lowers the concentration requirement for FTIR studies of proteins in aqueous solutions by at least 40-fold, as compared with the conventional FTIR method. It permits FTIR study of proteins to be carried out in the same concentration range as is used for circular dichroism and fluorescence, thereby making it possible to compare structural information obtained by three commonly used techniques in protein biophysical characterization.     

Resonance Raman evidence for substrate reorginization in the active site of papain.

Resonance Raman spectra were obtained for the acylenzyme 4-dimethylamino-3-nitro(alpha-benzamido)cinnamoyl-papain prepared using the chromophoric substrate methyl 4-dimethylamino-3-nitro(alpha-benzamido)cinnamate. These spectra contained vibrational spectral data of the acyl residue while covalently attached to the active site and could be used to follow directly acylation and deacylation kinetics. Spectra were obtained at pH values ranging from those where the acyl-enzyme is relatively stable (pH 3.0, tau 1/2 congruent to 800 s) to those where it is relatively unstable (pH 9.2, tau 1/2 congruent to 223 s). Throughout this range acyl-enzyme spectra differed completely from that of the free substrate or the product (4-dimethylamino-3-nitro(alpha-benzamido)cinnamic acid) indicating that a structural change occurred on combination with the active site. The spectra are consistent with rearrangement of the alpha-benzamido group in the bound substrate, -NH--C(==O)Ph becoming --N==C(--OX)Ph, where the bonding to oxygen is unknown. Superimposed on these large differences, small changes in acyl-enzyme spectra also occurred as pH was raised to decrease the half-life. All of the above spectral perturbations are consistent with a structural change in the acyl-enzyme which precedes the rate-determining step in deacylation. Thus, deacylation proceeds from an acyl residue structure differing from that of the substrate in solution. Upon acid denaturation the spectrum characteristic of the intermediate reverts to one closely resembling the substrate, demonstrating that a functioning active site is necessary to produce the observed differences. Spectra in D2O of native acyl-enzyme were identical with those in H2O, indicating that the observed differences in rate constant were not due to solvent-induced structural changes. Activated papain purified by crystallization or by affinity chromatography formed the acyl-enzyme. However, the kinetics of formation and deacylation differed between these materials, as did the spectral properties. Small differences in active-site structure are considered to be responsible for this effect, and it is suggested that such spectral perturbations may be useful in directly relating small differences in structure of the substrate in the active site with corresponding differences in kinetics.     

Mechanism of inhibition of the PC1 beta-lactamase of Staphylococcus aureus by cephalosporins: importance of the 3'-leaving group

The hydrolysis of cephalosporins containing good leaving groups at the 3'-position [those used in this study were the chromogenic cephalosporin PADAC [pyridine-2-azo-4'-(N',N'-dimethylaniline) substituted on cephalosporin], cephaloridine, and cephalothin], catalyzed by the Staphylococcus aureus PC1 beta-lactamase, proceeds in two spectrophotometrically observable phases. The first involves formation of an acyl-enzyme intermediate while the second involves partitioning of this intermediate between two pathways. One path yields the normal cephalosporoate (3) from which the 3'-leaving group is spontaneously eliminated in solution to give the 3-methylenedihydrothiazine 2, while the second involves initial elimination of the 3' substituent, thus yielding a second acyl-enzyme intermediate, which then hydrolyzes to give the same final product as from the first pathway. The second acyl-enzyme is relatively inert to hydrolysis (t1/2 congruent to 10 min at 20 degrees C), and its formation thus leads to transient inhibition of the enzyme. The partition ratio between hydrolysis and elimination at the enzyme active site could be determined either spectrophotometrically from burst experiments or from measurements of residual beta-lactamase activity as a function of cephalosporin concentration. This ratio varied with the leaving group ability of the 3' substituent (acetoxy greater than N,N-dimethylaniline-4-azo-2'-pyridinium greater than pyridinium) in the anticipated fashion. The inert acyl-enzyme intermediate was isolated by exclusion chromatography and shown to contain the cephem nucleus, but not the 3' substituent, covalently bound to the enzyme. As would be expected, PADAC, cephaloridine, and cephalothin yielded the same inert intermediate. Cephalosporins with poor or no 3'-leaving groups, e.g., dansylcephalothin and desacetoxycephalothin, neither displayed the branched pathway nor yielded the long-lived acyl-enzyme.     

Enzyme:substrate hydrogen bond shortening during the acylation phase of serine protease catalysis

Atomic resolution (相似文献   

Cryoenzymology of beta-lactamases

The cryoenzymology of several different beta-lactamases has been investigated. Particular attention has been paid to the experimental pitfalls of the technique. These include such factors as false bursts at the start of the reaction, instability of the enzymes during turnover, and Km values so high that little of the enzyme is present as a complex. Many of the difficulties in cryoenzymology stem from the use of organic cryosolvents. A novel "salt" cryosolvent has been tested: ammonium acetate solutions can be used down to about -60 degrees C. The enzymes examined are readily soluble, and stable, in this solvent. Nevertheless, out of 17 beta-lactamase beta-lactam systems, only 4 proved suitable for detailed investigation. In two of these, the hydrolysis of nitrocefin or 7-(thienyl-2-acetamido)-3-[[2-[[4- (dimethylamino)phenyl]azo]pyridinio]-methyl]cephem-4-carboxylic acid (PADAC), by beta-lactamase I from Bacillus cereus, substrate was converted into product at a slow enough rate (at -60 or -55 degrees C, respectively) for it to be possible to do successive scans during the course of the reaction. The spectra were those of substrate and product, and no intermediate was detected. The results argue against the accumulation of intermediate acyl-enzyme. The hydrolysis of PADAC by the P99 beta-lactamase from Enterobacter cloacae again showed spectra characteristic of substrate and product, and there was, moreover, a break in the Arrhenius plot; it is possible that a conformational change is (at least partially) rate-determining. The hydrolysis of dinitrophenylpenicillin by the P99 beta-lactamase did show features suggesting the accumulation of acyl-enzyme.(ABSTRACT TRUNCATED AT 250 WORDS)     

Kinetic and structural characterization of reversibly inactivated beta-lactamase

The reversible inhibition of beta-lactamase I from Bacillus cereus by cloxacillin, methicillin, and nafcillin has been systematically investigated. For these substrates the enzymatic reaction involves partitioning of the substrate between turnover and inhibition. Typically, concentrations of several hundred millimolar are necessary for complete inactivation. The completely inactivated enzyme could be formed by incubation at temperatures above 20 degrees C, where inhibition competes more effectively with turnover, and then stabilized by dropping the temperature to 0 degrees C or lower. The inactivated enzyme was rapidly separated from unreacted substrate and product at low temperature by centrifugal gel filtration or ion exchange and examined by far-UV circular dichroism for evidence of a conformational change. At pH 7 the inactivated enzyme had a secondary structure essentially identical with that of the native enzyme. The fluorescence emission spectrum of the inactivated enzyme (at pH 7) was also identical with that of the native enzyme. However, the inactivated enzyme was found to be considerably more sensitive to thermal denaturation, to acid-induced conformational isomerization, and to trypsinolysis than the native enzyme. We conclude from the circular dichroism results that the structure of the reversibly inactivated enzyme cannot be significantly different from that of the native enzyme. Therefore, previous findings that have been interpreted as indicating a major conformational change must be reevaluated. From examination of the low-resolution crystallographic structure of the enzyme we propose that the most likely cause of the inactivation is an alternate conformational state of the acyl-enzyme intermediate involving movement of one or more of the alpha-helices forming part of the active site. Such a structural effect could leave the secondary structure unchanged but have significant effects on the tertiary structure, catalysis, mobility, and susceptibility to trypsin and denaturation. We propose that the underlying physical reason why certain beta-lactam substrates bring about this "substrate-induced deactivation", or suicide inactivation, of the enzyme is due to the presence of the alternative acyl-enzyme conformation of similar free energy to the productive one, in which one (or more) essential catalytic group is no longer optimally oriented for catalyzing deacylation. Thus for substrates with a slow rate of deacylation (less than or equal to 100 s-1) the conformational transition can compete effectively on the time scale of the turnover reaction.     

Application of multivariate curve resolution-alternating least squares (MCR-ALS) for secondary structure resolving of proteins

Fourier transform infrared (FTIR) spectroscopy is the most common spectroscopic technique used for study of protein structure. Initially, band deconvolution techniques were applied to determine the secondary structure of proteins. Recently, several multivariate regression methods have been used to predict the secondary structure of proteins as an alternative to the previous methods. Multivariate curve resolution-alternating least squares (MCR-ALS) was applied on the FTIR spectra of proteins to resolve the fraction and spectral profiles of different structural motifs. Initial estimates of spectral profiles of different protein motifs were built using orthogonal projection approach (OPA). Predicted fractions of α-helix and β-sheet obtained by MCR-ALS technique were compared with those from partial least squares (PLS) modeling which revealed superiority of the former. If we consider the possibility of pure spectra prediction in addition to the prediction of secondary structure from the data set, MCR-ALS can be proposed as a very valuable alternative for qualitative and quantitative study of protein structures.     

Evidence for the existence of an unfolding intermediate state for aminoacylase during denaturation in guanidine solutions

The equilibrium unfolding of pig kidney aminoacylase in guanidinium chloride (GdmCl) solutions was studied by following the fluorescence and circular dichroism (CD). At low concentrations of GdmCl, less than 1.0 M, the fluorescence intensity decreased with a slight red shift of the emission maximum (from 335 to 340 nm). An unfolding intermediate was observed in low concentrations of denaturant (between 1.2 and 1.6 M GdmCl). This intermediate was characterized by a decreased fluorescence emission intensity, a red-shifted emission maximum, and increased binding of the fluorescence probe 1-anilino-8-naphthalenesulfonate. No significant changes of the secondary structure were indicated by CD measurement. This conformation state is similar to a molten globule state which may exist in the pathway of protein folding. Further changes in the fluorescence properties occurred at higher concentrations of GdmCl, more than 1.6 M, with a decrease in emission intensity and a significant red shift of the emission maximum from 340 to 354 nm. In this stage, the secondary structure was completely broken. A study of apo-enzyme (Zn2+-free enzyme) produced similar results. However, comparison of the changes of the fluorescence emission spectra of native (Holo-) enzyme with Zn2+-free (Apo-) enzyme at low GdmCl concentrations showed that the structure of the Holo-enzyme was more stable than that of the Apo-enzyme.     

Towards developing a protein infrared spectra databank (PISD) for proteomics research

Fourier transform infrared (FTIR) spectroscopy is an attractive tool for proteomics research as it can be used to rapidly characterize protein secondary structure in aqueous solution. Recently, a number of secondary structure prediction methods based on reference sets of FTIR spectra from proteins with known structure from X-ray crystallography have been suggested. These prediction methods, often referred to as pattern recognition based approaches, demonstrated good prediction accuracy using some error measure, e.g., the standard error of prediction (SEP). However, to avoid possible adverse effects from differences in recording, the analysis has been mostly based on reference sets of FTIR spectra from proteins recorded in one laboratory only. As a result, these studies were based on reference sets of FTIR spectra from a limited number of proteins. Pattern recognition based approaches, however, rely on reference sets of FTIR spectra from as many proteins as possible representing all possible band shape variation to be related to the diversity of protein structural classes. Hence, if we want to build reliable pattern recognition based systems to support proteomics research, which are capable of making good predictions from spectral data of any unknown protein, one common goal should be to build a comprehensive protein infrared spectra databank (PISD) containing FTIR spectra of proteins of known structure. We have started the process of developing a comprehensive PISD composed of spectra recorded in different laboratories. As part of this work, here we investigate possible effects on prediction accuracy achieved by a neural network analysis when using reference sets composed of FTIR spectra from different laboratories. Surprisingly low magnitude of difference in SEPs throughout all our experiments suggests that FTIR spectra recorded in different laboratories may be safely combined into one reference set with only minor deterioration of prediction accuracy in the worst case.     

Human flap endonuclease-1: conformational change upon binding to the flap DNA substrate and location of the Mg2+ binding site

Human flap endonuclease-1 (FEN-1) is a member of the structure-specific endonuclease family and is a key enzyme in DNA replication and repair. FEN-1 recognizes the 5'-flap DNA structure and cleaves it, a specialized endonuclease function essential for the processing of Okazaki fragments during DNA replication and for the repair of 5'-end single-stranded tails from nicked double-stranded DNA substrates. Magnesium is a cofactor required for nuclease activity. We have used Fourier transform infrared (FTIR) spectroscopy to better understand how Mg2+ and flap DNA interact with human FEN-1. FTIR spectroscopy provides three fundamentally new insights into the structural changes induced by the interaction of FEN-1 with substrate DNA and Mg2+. First, FTIR difference spectra in the amide I vibrational band (1600-1700 cm(-1)) reveal a change in the secondary structure of FEN-1 induced by substrate DNA binding. Quantitative analysis of the FTIR spectra indicates a 4% increase in helicity upon DNA binding or about 14 residues converted from disordered to helical conformations. The observation that the residues are disordered without DNA strongly implicates the flexible loop region. The conversion to helix also suggests a mechanism for locking the flexible loop region around the bound DNA. This is the first direct experimental evidence for a binding mechanism that involves a secondary structural change of the protein. Second, in contrast with DNA binding, no change is observed in the secondary structure of FEN-1 upon Mg2+ binding to the wild type or to the noncleaving D181A mutant. Third, the FTIR results provide direct evidence (via the carboxylate ligand band at 1535 cm(-1)) that not only is D181 a ligand to Mg2+ in the human enzyme but Mg2+ binding does not occur in the D181A mutant which lacks this ligand.     

Effect of acidic phospholipids on the structural properties of recombinant cytosolic human glyoxalase II

A peculiar characteristic of highly concentrated cytosolic recombinant human glyoxalase II (GII) solutions is to undergo partial precipitation. Previous work indicated that anionic phospholipids (PLs) exert a noncompetitive inhibition on the enzymatic activity of the soluble enzyme. In this study, FTIR spectroscopy was used to analyze the structural properties and the thermal stability of the soluble protein in the absence and in the presence of liposomes made of different phospholipids (PLs). The structural analysis was performed on the precipitate as well. The interaction of acidic PLs with GII lowered the thermal stability of the enzyme and inhibited protein intermolecular interactions (aggregation) brought about by thermal denaturation. Infrared data indicated that ionic and hydrophobic interactions occur between GII and acidic PLs causing small changes in the secondary structure of the enzyme. No interactions of the protein with egg phosphatidylcholine liposomes were detected. The results are consistent with the destabilization of the protein tertiary structure, and indicate that GII possesses hydrophobic part(s) that interact with the acyl chains of PLs. Data on precipitated GII did not show remarkable modification of secondary structure, suggesting that hydrophobic stretches of the enzyme may also be involved in the protein-protein association (precipitation) at high GII concentration. The alterations in the GII structure and the noncompetitive inhibition exerted by acidic PLs are strictly related.     

Kinetics and phospholipid specificity of apolipoprotein N-acyltransferase

The enzyme apolipoprotein N-acyltransferase (Lnt) is an integral membrane protein that catalyzes the last step in the post-translational modification of bacterial lipoproteins. Lnt undergoes covalent modification in the presence of phospholipids resulting in a thioester acyl-enzyme intermediate. It then transfers the acyl chain to the α-amino group of the N-terminal diacylglyceryl-modified cysteine of apolipoprotein, leading to the formation of mature triacylated lipoprotein. To gain insight into the catalytic mechanism of this two-step reaction, we overproduced and purified the enzyme of Escherichia coli and studied its N-acyltransferase activity using a novel in vitro assay. The purified enzyme was fully active, as judged by its ability to form a stable thioester acyl-enzyme intermediate and N-acylate the apo-form of the murein lipoprotein Lpp in vitro. Incorporation of [(3)H]palmitate and mass spectrometry analysis demonstrated that Lnt recognized the synthetic diacylglyceryl-modified lipopeptide FSL-1 as a substrate in a mixed micelle assay. Kinetics of Lnt using phosphatidylethanolamine as an acyl donor and FSL-1 as a substrate were consistent with a ping-pong type mechanism, demonstrating slow acyl-enzyme intermediate formation and rapid N-acyl transfer to the apolipopeptide in vitro. In contrast to earlier in vitro observations, the N-acyltransferase activity was strongly affected by the phospholipid headgroup and acyl chain composition.     

Spectral observation of an acyl-enzyme intermediate of lipoprotein lipase

There have been several studies indicating that hydrolysis reactions of fatty acid esters catalyzed by lipases proceed through an acyl-enzyme intermediate typical of serine proteases. In particular, one careful kinetic study with the physiologically important enzyme lipoprotein lipase (LPL) is consistent with rate-limiting deacylation of such an intermediate. To observe the spectrum of acyl-enzyme and study the mechanism of LPL-catalyzed hydrolysis of substrate, we have used a variety of furylacryloyl substrates including 1,2-dipalmitoyl-3-[(beta-2-furylacryloyl)triacyl]glyceride (DPFATG) to study the intermediates formed during the hydrolysis reaction catalyzed by the enzyme. After isolation and characterization of the molecular weight of adipose LPL, we determined its extinction coefficient at 280 nm to quantitate the formation of any acyl-enzyme intermediate formed during substrate hydrolysis. We observed an intermediate at low pH during the enzyme-catalyzed hydrolysis of (furylacryloyl)imidazole. This intermediate builds early in the reaction when a substantial amount of substrate has hydrolyzed but no product, furylacrylate, has been formed. The acyl-enzyme has a lambda max = 305 nm and a molar extinction coefficient of 22,600 M-1 cm-1; these parameters are similar to those for furylacryloyl esters including the serine ester. These data provide the first spectral evidence for a serine acyl-enzyme in lipase-catalyzed reactions. The LPL hydrolysis reaction is base catalyzed, exhibiting two pKa values; the more acidic of these is 6.5, consistent with base catalysis by histidine. The biphasic rates for substrate disappearance or product appearance and the absence of leaving group effect indicate that deacylation of intermediate is rate limiting.     

Molecular dynamics simulations of the acyl-enzyme and the tetrahedral intermediate in the deacylation step of serine proteases

Despite the availability of many experimental data and some modeling studies, questions remain as to the precise mechanism of the serine proteases. Here we report molecular dynamics simulations on the acyl-enzyme complex and the tetrahedral intermediate during the deacylation step in elastase catalyzed hydrolysis of a simple peptide. The models are based on recent crystallographic data for an acyl-enzyme intermediate at pH 5 and a time-resolved study on the deacylation step. Simulations were carried out on the acyl enzyme complex with His-57 in protonated (as for the pH 5 crystallographic work) and deprotonated forms. In both cases, a water molecule that could provide the nucleophilic hydroxide ion to attack the ester carbonyl was located between the imidazole ring of His-57 and the carbonyl carbon, close to the hydrolytic position assigned in the crystal structure. In the "neutral pH" simulations of the acyl-enzyme complex, the hydrolytic water oxygen was hydrogen bonded to the imidazole ring and the side chain of Arg-61. Alternative stable locations for water in the active site were also observed. Movement of the His-57 side-chain from that observed in the crystal structure allowed more solvent waters to enter the active site, suggesting that an alternative hydrolytic process directly involving two water molecules may be possible. At the acyl-enzyme stage, the ester carbonyl was found to flip easily in and out of the oxyanion hole. In contrast, simulations on the tetrahedral intermediate showed no significant movement of His-57 and the ester carbonyl was constantly located in the oxyanion hole. A comparison between the simulated tetrahedral intermediate and a time-resolved crystallographic structure assigned as predominantly reflecting the tetrahedral intermediate suggests that the experimental structure may not precisely represent an optimal arrangement for catalysis in solution. Movement of loop residues 216-223 and P3 residue, seen both in the tetrahedral simulation and the experimental analysis, could be related to product release. Furthermore, an analysis of the geometric data obtained from the simulations and the pH 5 crystal structure of the acyl-enzyme suggests that since His-57 is protonated, in some aspects, this crystal structure resembles the tetrahedral intermediate.     

Effects of Very Low Dose Fast Neutrons on Cell Membrane And Secondary Protein Structure in Rat Erythrocytes

The effects of ionizing radiation on biological cells have been reported in several literatures. Most of them were mainly concerned with doses greater than 0.01 Gy and were also concerned with gamma rays. On the other hand, the studies on very low dose fast neutrons (VLDFN) are rare. In this study, we have investigated the effects of VLDFN on cell membrane and protein secondary structure of rat erythrocytes. Twelve female Wistar rats were irradiated with neutrons of total dose 0.009 Gy (²⁴¹Am-Be, 0.2 mGy/h) and twelve others were used as control. Blood samples were taken at the 0, 4th, 8th, and 12th days postirradiation. Fourier transform infrared (FTIR) spectra of rat erythrocytes were recorded. Second derivative and curve fitting were used to analysis FTIR spectra. Hierarchical cluster analysis (HCA) was used to classify group spectra. The second derivative and curve fitting of FTIR spectra revealed that the most significant alterations in the cell membrane and protein secondary structure upon neutron irradiation were detected after 4 days postirradiation. The increase in membrane polarity, phospholipids chain length, packing, and unsaturation were noticed from the corresponding measured FTIR area ratios. This may be due to the membrane lipid peroxidation. The observed band shift in the CH₂ stretching bands toward the lower frequencies may be associated with the decrease in membrane fluidity. The curve fitting of the amide I revealed an increase in the percentage area of α-helix opposing a decrease in the β-structure protein secondary structure, which may be attributed to protein denaturation. The results provide detailed insights into the VLDFN effects on erythrocytes. VLDFN can cause an oxidative stress to the irradiated erythrocytes, which appears clearly after 4 days postirradiation.     

Neuro-fuzzy structural classification of proteins for improved protein secondary structure prediction

Fourier transform infrared (FTIR) spectroscopy is a very flexible technique for characterization of protein secondary structure. Measurements can be carried out rapidly in a number of different environments based on only small quantities of proteins. For this technique to become more widely used for protein secondary structure characterization, however, further developments in methods to accurately quantify protein secondary structure are necessary. Here we propose a structural classification of proteins (SCOP) class specialized neural networks architecture combining an adaptive neuro-fuzzy inference system (ANFIS) with SCOP class specialized backpropagation neural networks for improved protein secondary structure prediction. Our study shows that proteins can be accurately classified into two main classes "all alpha proteins" and "all beta proteins" merely based on the amide I band maximum position of their FTIR spectra. ANFIS is employed to perform the classification task to demonstrate the potential of this architecture with moderately complex problems. Based on studies using a reference set of 17 proteins and an evaluation set of 4 proteins, improved predictions were achieved compared to a conventional neural network approach, where structure specialized neural networks are trained based on protein spectra of both "all alpha" and "all beta" proteins. The standard errors of prediction (SEPs) in % structure were improved by 4.05% for helix structure, by 5.91% for sheet structure, by 2.68% for turn structure, and by 2.15% for bend structure. For other structure, an increase of SEP by 2.43% was observed. Those results were confirmed by a "leave-one-out" run with the combined set of 21 FTIR spectra of proteins.     

Probing conformational changes in the nicotinic acetylcholine receptor by Fourier transform infrared difference spectroscopy.

We have developed a Fourier transform infrared (FTIR) difference method for probing conformational changes that occur upon the binding of ligands to the nicotinic acetylcholine receptor (nAChR). Our approach is to deposit reconstituted nAChR membranes in a thin film on the surface of a germanium internal reflection element, acquire FTIR spectra in the presence of bulk aqueous solution using attenuated total reflection, and then trigger conformational changes by sequentially flowing a buffer either with or without an agonist past the film surface. Using the fluorescent probe, ethidium bromide, it is demonstrated that the method of nAChR film deposition does not affect the ability of the receptor to undergo the resting-to-desensitized state transition. The difference of FTIR spectra of nAChR films recorded in the presence and absence of agonists reveal highly reproducible infrared bands that are not observed in the difference of spectra recorded with only buffer flowing past the film surface. Some of the bands are assigned to changes in protein secondary structure and to changes in the structure of individual amino acid residues. Bands arising from the vibrations of the agonist bound to the receptor are also observed. The results demonstrate that FTIR difference spectroscopy can detect structural changes in the nAChR that occur upon the binding of ligands. The technique will be an effective method for investigating nAChR structure and function as well as receptor-drug interactions.     

Relocation of the catalytic carboxylate group in class A beta-lactamase: the structure and function of the mutant enzyme Glu166-->Gln:Asn170-->Asp.

The hydrolysis of beta-lactam antibiotics by the serine-beta-lactamases proceeds via an acyl-enzyme intermediate. In the class A enzymes, a key catalytic residue, Glu166, activates a water molecule for nucleophilic attack on the acyl-enzyme intermediate. The active site architecture raises the possibility that the location of the catalytic carboxylate group may be shifted while still maintaining close proximity to the hydrolytic water molecule. A double mutant of the Staphylococcus aureus PC1 beta-lactamase, E166Q:N170D, was produced, with the carboxylate group shifted to position 170 of the polypeptide chain. A mutant protein, E166Q, without a carboxylate group and with abolished deacylation, was produced as a control. The kinetics of the two mutant proteins have been analyzed and the crystal structure of the double mutant protein has been determined. The kinetic data confirmed that deacylation was restored in E166Q:N170D beta-lactamase, albeit not to the level of the wild-type enzyme. In addition, the kinetics of the double mutant enzyme follows progressive inactivation, characterized by initial fast rates and final slower rates. The addition of ammonium sulfate increases the size of the initial burst, consistent with stabilization of the active form of the enzyme by salt. The crystal structure reveals that the overall fold of the E166Q:N170D enzyme is similar to that of native beta-lactamase. However, high crystallographic temperature factors are associated with the ohm-loop region and some of the side chains, including Asp170, are partially or completely disordered. The structure provides a rationale for the progressive inactivation of the Asp170-containing mutant, suggesting that the flexible ohm-loop may be readily perturbed by the substrate such that Asp170's carboxylate group is not always poised to facilitate hydrolysis.     

FTIR and XPS studies of protein adsorption onto functionalized bioactive glass

Adsorption and structural changes that occur upon interaction between methemoglobin (MetHb) and 5-methyl-aminomethyl-uridine forming enzyme (MnmE) with the surface of a bioactive glass (BG) were investigated by Fourier Transform Infrared (FTIR) spectroscopy and X-ray Photoelectron Spectroscopy (XPS). The effect of glutaraldehyde (GA) as a coupling agent for protein adsorption on BG was also investigated. The comparative analysis of FTIR spectra recorded from lyophilized proteins and from bioactive glass surface after protein adsorption was considered in order to obtain information about the changes in the secondary structure of the proteins. XPS data were used to determine the surface coverage. The unfolding of adsorbed proteins due to interactions between the internal hydrophobic protein domains and the hydrophobic BG surface was evidenced. After adsorption, the amount of α-helix decreases and less ordered structures (turns, random coils and aggregates) are preponderant. These changes are less pronounced on the BG functionalized with GA, suggesting that the treatment with GA preserves significantly larger amounts of α-helices in the structure of both proteins after adsorption.