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Generation of a substructure library for the description and classification of protein secondary structure. II. Application to spectra-structure correlations in Fourier transform infrared spectroscopy.

Fourier transform infrared spectroscopy has become well known as a sensitive and informative tool for studying secondary structure in proteins. Present analysis of the conformation-sensitive amide I region in protein infrared spectra, when combined with band narrowing techniques, provides more information concerning protein secondary structure than can be meaningfully interpreted. This is due in part to limited models for secondary structure. Using the algorithm described in the previous paper of this series, we have generated a library of substructures for several trypsin-like serine proteases. This library was used as a basis for spectra-structure correlations with infrared spectra in the amide I' region, for five homologous proteins for which spectra were collected. Use of the substructure library has allowed correlations not previously possible with template-based methods of protein conformational analysis.

Algorithms

Water structural changes in the bacteriorhodopsin photocycle: analysis by Fourier transform infrared spectroscopy.

The Fourier transform infrared difference spectra between light-adapted bacteriorhodopsin (BR) and its photointermediates, L and M, were analyzed for the 3750-3450-cm-1 region. The O-H stretching vibrational bands were identified from spectra upon substitution with 2H2O. Among them, the 3642-cm-1 band of BR was assigned to water by substitution with H2(18)O. By a comparison with the published infrared spectra of the water in model systems [Mohr, S.C., Wilk, W.D., & Barrow, G.M. (1965) J. Am. Chem. Soc. 87, 3048-3052], it is shown that the O-H bonds of the water in BR interact very weakly. Upon formation of L, the interaction becomes stronger. The O-H bonds of the protein side chain undergo similar changes. On the other hand, M formation further weakens the interaction of the same water molecules in BR. The appearance of a sharp band at 3486 cm-1, which was assigned tentatively to the N-H stretching vibration of the peptide bond, is unique to L. The results suggest that the water molecules are involved in the perturbation of Asp-96 in the L intermediate and that they are exerted from the protonated Schiff base which changes position upon the light-induced reaction.

Bacteriorhodopsins

Secondary structure and orientation of the surfactant protein SP-B in a lipid environment. A Fourier transform infrared spectroscopy study.

Attenuated total reflection Fourier transform infrared spectroscopy was used to investigate the secondary structure of the surfactant protein SP-B. Nearly half of the polypeptide chain is folded in an alpha-helical conformation. No significant change of the secondary structure content was observed when the protein is associated to a lipid bilayer of dipalmitoylphosphatidylcholine (DPPC)/phosphatidylglycerol (PG) or of dipalmitoylphosphatidylglycerol (DPPG). The parameters related to the gamma w(CH2) vibration of the saturated acyl chains reveal no modification of the conformation or orientation of the lipids in the presence of SP-B. A model of orientation of the protein at the lipid/water interface is proposed. In this model, electrostatic interactions between charged residues of SP-B and polar headgroups of PG, and the presence of small hydrophobic alpha-helical peptide stretches slightly inside the bilayers, would maintain SP-B at the membrane surface.

1,2-Dipalmitoylphosphatidylcholine

Structures of aspartic acid-96 in the L and N intermediates of bacteriorhodopsin: analysis by Fourier transform infrared spectroscopy.

The light-induced difference Fourier transform infrared spectrum between the L or N intermediate minus light-adapted bacteriorhodopsin (BR) was measured in order to examine the protonated states and the changes in the interactions of carboxylic acids of Asp-96 and Asp-115 in these intermediates. Vibrational bands due to the protonated and unprotonated carboxylic acid were identified by isotope shift and band depletion upon substitution of Asp-96 or -115 by asparagine. While the signal due to the deprotonation of Asp-96 was clearly observed in the N intermediate, this residue remained protonated in L. Asp-115 was partially deprotonated in L. The C = O stretching vibration of protonated Asp-96 of L showed almost no shift upon 2H2O substitution, in contrast to the corresponding band of Asp-96 or Asp-115 of BR, which shifted by 9-12 cm-1 under the same conditions. In the model system of acetic acid in organic solvents, such an absence of the shift of the C = O stretching vibration of the protonated carboxylic acid upon 2H2O substitution was seen only when the O-H of acetic acid is hydrogen-bonded. The non-hydrogen-bonded monomer showed the 2H2O-dependent shift. Thus, the O-H bond of Asp-96 enters into hydrogen bonding upon conversion of BR to L. Its increased hydrogen bonding in L is consistent with the observed downshift of the O-H stretching vibration of the carboxylic acid of Asp-96.

Acetates

Application of Fourier transform infrared spectroscopy to studies of aqueous protein solutions.

Modern protein Fourier transform infrared (FT-IR) spectroscopy has proven to be a versatile and sensitive technique, applicable to many aspects of protein characterization. The major practical drawback for the FT-IR spectroscopy of proteins is the large absorbance band of water, which overlaps the amide I resonances. D2O is often substituted for H2O in infrared experiments. Removal of water from protein samples can be complicated and tedious and potentially lead to denaturation, aggregation, or sample loss. Solvent removal by dialysis is difficult for suspensions and sols. A new method called the D2O dilution technique (Ddt) is described which simplifies the sample preparation step and improves the solvent subtraction. The effect of the D2O concentration on the IR spectrum of aqueous solutions of several model proteins was studied. Dilution of aqueous samples with D2O yields good quality spectra. The Ddt has been evaluated for quantitative analysis using standard proteins and its applicability to solutions and suspensions of a genetically engineered malaria antigen is demonstrated. Use of resolution-enhancement techniques with spectra in mixed solvents has also been investigated.

Adjuvants, Pharmaceutic

Classification and identification of bacteria by Fourier-transform infrared spectroscopy.

This study describes a computer-based technique for classifying and identifying bacterial samples using Fourier-transform infrared spectroscopy (FT-IR) patterns. Classification schemes were tested for selected series of bacterial strains and species from a variety of different genera. Dissimilarities between bacterial IR spectra were calculated using modified correlation coefficients. Dissimilarity matrices were used for cluster analysis, which yielded dendrograms broadly equated with conventional taxonomic classification schemes. Analyses were performed with selected strains of the taxa Staphylococcus, Streptococcus, Clostridium, Legionella and Escherichia coli in particular, and with a database containing 139 bacterial reference spectra. The latter covered a wide range of Gram-negative and Gram-positive bacteria. Unknown specimens could be identified when included in an established cluster analysis. Thirty-six clinical isolates of Staphylococcus aureus and 24 of Streptococcus faecalis were tested and all were assigned to the correct species cluster. It is concluded that: (1) FT-IR patterns can be used to type bacteria; (2) FT-IR provides data which can be treated such that classifications are similar and/or complementary to conventional classification schemes; and (3) FT-IR can be used as an easy and safe method for the rapid identification of clinical isolates.

Antigens, Bacterial

Conformation of magainin-2 and related peptides in aqueous solution and membrane environments probed by Fourier transform infrared spectroscopy.

The conformational properties of the magainin family of antimicrobial peptides in aqueous solution and in model membranes have been probed by Fourier transform infrared spectroscopy. The magainins were found to be structureless in aqueous solution at neutral pD, confirming other studies by Raman and circular dichroism spectroscopy. Increasing the pD to 10 induced the formation of predominantly alpha-helical secondary structures, with some beta-sheet. In the presence of negatively charged liposomes (dimyristoylphosphatidylglycerol), the peptides folded into alpha-helical secondary structures with some beta-sheet structure evident. On the other hand, in the presence of zwitterionic phospholipids (dimyristoylphosphatidylcholine), the spectra were identical to those in aqueous solution. For some magainins, the interaction with charged liposomes was modulated by the presence of cholesterol; cholesterol was found to promote the formation of beta-sheet structures, as evidenced by the appearance of amide I bands at 1614 and 1637 cm-1. Differences in structure were observed between the amidated and nonamidated forms of some peptides. From the data, a mechanism of antimicrobial action of the magainin family of peptides is proposed.

Amino Acid Sequence

Quantitative analysis of mercaptoundecahydrododecaborate by Fourier transform infrared spectroscopy.

Mercaptoundecahydrododecaborate (BSH) is an important agent in boron neutron capture therapy (BNCT) of various cancers. A simple and rapid analytical method for the measurement of mercaptoundecahydrododecaborate in aqueous solution and in urine by Fourier transform infrared spectroscopy has been developed. A thin-pathlength sampling apparatus was used to minimize the strong absorption of water. The subtraction of water absorbance from sample spectra resolved a B-H band at 2493 cm-1. The quantitative measurement of BSH concentration was carried out by integrating the B-H band above baseline in the range of 2534-2440 cm-1. The lower limit of measuring the concentration of sodium BSH (Na2B12H11SH) in our experiment was 10 micrograms/ml (about 5 ppm of boron). This method measures the hydroborate (B-H) concentration instead of total boron and, thus, may be utilized to measure the BSH concentration in in vivo samples for metabolic studies.

Animals

Prediction and Fourier transform infrared spectroscopy estimation of the secondary structure of a Bacillus licheniformis endo-beta-1,3-1,4-D-glucanase.

The secondary structure of a recombinant Bacillus licheniformis endo-beta-1,3-1,4-D-glucanase (EC.3.2.1.73) has been estimated by Fourier Transform Infrared Spectroscopy and also predicted by the algorithm of Chou and Fasman. From the curve fitting of the deconvolved IR spectrum, the most probable distribution of the secondary structural classes appears to be about 40% beta-sheet, 25% reverse turn, 24% non-ordered and 11% alpha-helix. From theoretical prediction of secondary structure the protein would present 37% beta-sheet, 31% reverse turn, 22% non-ordered and 10% alpha-helix.

Bacillus

Transition metal carbonyl labeling of proteins. A novel approach to a solid-phase two-site immunoassay using Fourier transform infrared spectroscopy.

Labeling of bovine serum albumin (BSA) and anti-human thyroid stimulating hormone (hTSH) monoclonal antibodies (mAbs) was performed using (N-succinimidyl 4-pentynoate)hexacarbonyldicobalt (NSCo2(CO)6). Conditions of coupling were different depending on the protein to be labeled, denaturation of the mAbs occuring with high percentages of organic solvent in the reaction mixture. The influence of reaction time and initial concentration of NSCo2(CO)6 was examined. They were both shown to affect the final coupling rate of the metal carbonyl probe. Preservation of the immunoreactivity toward 125I-hTSH was observed for five conjugates having different NSCo2(CO)6: mAb molar ratios when compared to unmodified and peroxidase-labeled mAbs. Finally, a preliminary study of the quantitative detection of the metal carbonyl mAbs on microtiter wells was achieved using Fourier transform infrared spectroscopy.

Animals

Spectroscopic quantitative analysis of blood glucose by Fourier transform infrared spectroscopy with an attenuated total reflection prism.

As an alternative way of long-term glycemic monitoring, the glucose measurement by analyzing Fourier transform infrared absorbance spectra with an attenuated total reflection prism has been developed. In glucose aqueous solution, glucose has characteristic absorptions at the wave numbers of 1033 and 1080 cm-1 and the absorption intensities are proportional to glucose concentrations. In serum and whole blood samples, however, red blood cell corpuscles, serum albumin and serum gamma-globulin interfere with the absorbance spectra of glucose and shift the base line upward significantly. Therefore, to eliminate these interferences in serum and whole blood samples, the feasibility of the calibration curves obtained by using difference absorbance spectra with those of fasting samples was studied. As a result, highly significant correlations between glucose concentrations estimated by Fourier transform infrared spectroscopic method and those measured by glucose oxidase method were obtained (r = 0.981 and 0.989 for serum and whole blood samples, respectively). From these experiments, it was concluded that by infrared spectroscopy glucose concentrations in the serum and whole blood samples could be measured quantitatively or monitored if the base line drifts and interferences were subtracted.

Blood Glucose

Fourier transform infrared spectroscopy enables rapid species discrimination across Malassezia and strain-level typing in M. pachydermatis.

Malassezia pachydermatis is a zoophilic yeast found on the skin and in the outer ear canal of many mammals. It normally maintains a commensal lifestyle but can cause dermatitis and otitis in predisposed hosts, particularly in atopic dogs. M. pachydermatis is genetically diverse, with strains clustering into at least three phylogroups based on molecular typing, a pattern we now confirm through whole-genome sequencing (WGS). Accurate species and strain-level identification is essential for understanding its epidemiology, pathogenic potential, and response to treatment. In this study, we established Fourier Transform Infrared (FTIR) spectroscopy as a rapid, cost-effective method for distinguishing M. pachydermatis from other Malassezia species, including M. globosa, M. furfur, M. restricta, and M. sympodialis. Within M. pachydermatis, FTIR spectroscopy resolved even closely related strains with high accuracy producing clusters congruent with WGS-based phylogeny. The incorporation of an Artificial Neural Network classifier further enhanced the discriminatory power, enabling robust and automated strain assignment. These findings demonstrate the potential of FTIR spectroscopy as a practical tool for large-scale epidemiological surveillance of M. pachydermatis and for clinical and veterinary applications where strain-level identification could inform treatment and management of Malassezia-associated diseases.

Fourier Transform Infrared (FTIR) spectroscopy

Sulfhydryl groups in hemoglobin. A new molecular probe at the alpha1 beta 1 interface studied by Fourier transform infrared spectroscopy.

Infrared absorption bands due to sulfhydryl groups (VSH) of alpha-104(G11) and beta-112 (G14) cysteine residues of human carboxyhemoglobin (HbCO) have been observed near 2560 cm- minus 1 by use of Fourier transform infrared (FTIR) spectroscopy. The beta-93 cysteine SH groups absorb infrared radiation so weakly that they are not distinguished from background. Only single SH absorption bands due to the alpha-104 cysteines of pig and horse hemoglobin are observed. The SH absorption bands from human HbCO disappear in alkali, are broadened by detergent or guanidinium chloride, and show a complex titration curve, and an isotopic frequency shift (VSD/VSH equals to 0.7267) virtually identical with that reported for methanethiol. The integrated absorption coefficient (epsilonmM(area)) for 0.1 M ethanetiol increased with H-bond acceptor solvents in the order: CCl4 (0.07), water (0.21), acetone (0.43), and N,N-dimethyl-acetamide (1.35 mM- minus 1 cm- minus 2). Comparison of the integrated absorption coefficients for the alpha-104 cysteine SH (2.43), and the beta-112 SH (0.80), of human HbCO with those of ethanetiol solutions suggested specifically H-bonded structures with peptide carbonyl groups 4 (or 3) residues back in the G helices. This was found to agree with a molecular model of the alpha-chain G helix of horse HbO2 built to coordinates from M. F. Perutz.

Animals

Deuterium exchange on micrograms of proteins by attenuated total reflection Fourier transform infrared spectroscopy on silver halide fiber.

We illustrate the use of polycrystalline silver halide fibers (2-20 microns transparency range) for attenuated total internal reflection Fourier transform infrared (IR) spectroscopic measurements of microsamples (10 micrograms of protein). A powerful adjunct technique is a simple method for carrying out deuterium for proton exchange. Spectra of trypsin, soybean trypsin inhibitor, and their complex are easily obtained. Two kinds of difference spectra (DS) are revealing: DS1 (changes in protein on combination with ligand), IR of the trypsin-soybean trypsin inhibitor complex (T.SBTI complex)--sigma [IR of trypsin (T) + IR of soybean trypsin inhibitor (SBTI)], the small values at all wavelengths indicating no conformational change of the proteins upon complexation, and DS2 (changes in materials on deuteration), IR of protioprotein--IR of deuterioprotein, which reveals the infrared bands affected by deuteration. The rate and the extent of the exchange are additional valuable parameters readily measured with this technique. In the present instance, the rate and the amount of the exchange for T.SBTI complex after 30 min was substantially less than that expected from the simple sum of the same parameters for the two individual proteins, T and SBTI. The enzymatic activity of trypsin on the fiber survived for more than a day, no autodegradation being detected by SDS-gel electrophoresis.

Animals

Time-resolved Fourier transform infrared spectroscopy of the bacteriorhodopsin mutant Tyr-185-->Phe: Asp-96 reprotonates during O formation; Asp-85 and Asp-212 deprotonate during O decay.

The protonation state of key aspartic acid residues in the O intermediate of bacteriorhodopsin (bR) has been investigated by time-resolved Fourier transform infrared (FTIR) difference spectroscopy and site-directed mutagenesis. In an earlier study (Bousché et al., J. Biol Chem. 266, 11063-11067, 1991) we found that Asp-96 undergoes a deprotonation during the M-->N transition, confirming its role as a proton donor in the reprotonation pathway leading from the cytoplasm to the Schiff base. In addition, both Asp-85 and Asp-212, which protonate upon formation of the M intermediate, remain protonated in the N intermediate. In this study, we have utilized the mutant Tyr-185-->Phe (Y185F), which at high pH and salt concentrations exhibits a photocycle similar to wild type bR but has a much slower decay of the O intermediate. Y185F was expressed in native Halobacterium halobium and isolated as intact purple membrane fragments. Time-resolved FTIR difference spectra and visible difference spectra of this mutant were measured from hydrated multilayer films. A normal N intermediate in the photocycle of Y185F was identified on the basis of characteristic chromophore and protein vibrational bands. As N decays, bands characteristic of the all-trans O chromophore appear in the time-resolved FTIR difference spectra in the same time range as the appearance of a red-shifted photocycle intermediate absorbing near 640 nm. Based on our previous assignment of the carboxyl stretch bands to the four membrane embedded Asp groups: Asp-85, Asp-96, Asp-115 and Asp-212, we conclude that during O formation: (i) Asp-96 undergoes reprotonation. (ii) Asp-85 may undergo a small change in environment but remains protonated. (iii) Asp-212 remains partially protonated. In addition, reisomerization of the chromophore during the N-->O transition is accompanied by a major reversal of protein conformational changes which occurred during the earlier steps in the photocycle. These results are discussed in terms of a proposed mechanism for proton transport.

Bacteriorhodopsins

Protein stability and interaction of the nicotinic acetylcholine receptor with cholinergic ligands studied by Fourier-transform infrared spectroscopy.

Based on the conformational dependence of the amide-I i.r. band, this paper explores the use of Fourier-transform i.r. spectroscopy methods to probe structural features of proteins present in native membranes from Torpedo highly enriched in acetylcholine receptor (AcChR). The interference of water absorbance on the amide-I spectral region has been eliminated through isotopic exchange by freeze-drying the membranes in the presence of trehalose to avoid protein denaturation induced by drying, followed by resuspension in deuterated water. AcChR-rich membrane samples prepared in such a way maintained an ability to undergo affinity-state transitions and to promote cation translocation in response to cholinergic agonists, which are functional characteristics of native untreated samples. The temperature-dependence of the i.r. spectrum indicates a massive loss of ordered protein structure, occurring at temperatures similar to those reported for thermal denaturation of the AcChR by differential scanning calorimetry and by thermal inactivation of alpha-bungarotoxin-binding sites on the AcChR [Artigues, Villar, Ferragut & Gonzalez-Ros (1987) Arch. Biochem. Biophys. 258, 33-41], thus suggesting that the observed i.r. spectral changes correspond to alterations in the structure of the AcChR protein. Furthermore, the presence of detergents as well as cholinergic agonists and antagonists produces spectral changes that are also consistent with the alterations in AcChR protein structure expected from previous calorimetric studies. In contrast with the information obtained by calorimetry, i.r. spectroscopy allows the contribution of secondary structural changes to be distinguished from the overall change in protein structure. Thus prolonged exposure to cholinergic agonists, which drives the AcChR protein into the desensitized state, produces only negligible alterations in the amide-I band shape, but increases substantially the thermal stability of the protein. This suggests that rearrangements in the tertiary or quaternary structure of the protein are more likely to occur than extensive changes in secondary structure as a consequence of AcChR desensitization.

Amides

Breed classification of Lao People's Democratic Republic (Lao PDR) and Thai native chickens using synchrotron radiation-based Fourier transform infrared spectroscopy and genotyping by sequencing.

Lao PDR harbors substantial genetic diversity in native chicken populations, representing an important resource for sustainable production and long-term food security. This study aimed to classify five Lao native chicken breeds-Ou, Black Bone, Horn Chou, Yolk, and Chae-and to discriminate them from a Thai native breed, Leung Hang Khao (LK), using integrative genotype-based approaches. Blood samples were collected from 50 LK and Lao native chickens (32 Ou, 10 Black Bone, 9 Horn Chou, 121 Yolk, and 41 Chae). Genomic DNA was extracted and analyzed using synchrotron radiation-based Fourier-transform infrared (SR-FTIR) spectroscopy to characterize biochemical composition, while genotyping-by-sequencing (GBS) was employed to identify genome-wide single nucleotide polymorphisms (SNPs). SR-FTIR analysis revealed highly significant differences among breeds in nucleotide-associated functional groups, including thymine, adenine, guanine, cytosine, as well as DNA backbone and deoxyribose components (P < 0.001). Multivariate analyses demonstrated that principal component analysis (PCA) of SR-FTIR spectra effectively discriminated chicken breeds, while hierarchical cluster analysis (HCA) further resolved them into two major clusters with distinct sub-clusters, reflecting variation in DNA biochemical composition. In contrast, GBS analysis identified 1484 common SNPs; however, PCA based on SNP data showed limited resolution in clearly separating breeds, despite revealing similar clustering trends. Overall, the results highlight the strong discriminatory power of SR-FTIR spectroscopy for rapid and effective classification of native chicken breeds at the molecular level, outperforming SNP-based differentiation under the current marker density. This study provides novel insights into the application of synchrotron-based spectroscopic techniques in poultry genetics and contributes valuable baseline information for the conservation and utilization of Lao native chicken genetic resources.

Breed classification