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1.
J Mol Graph Model ; 102: 107790, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33181423

RESUMO

During the last two decades, numerous observed data obtained by various physical techniques, also supported by molecular modeling approaches, have highlighted the structuring features of tripeptides, as well as their aggregation properties. Herein, we focus on the structural dynamics of four trimers, i.e., Gly-Gly-Gly, Gly-Ala-Gly, Ala-Ala-Ala and Ala-Phe-Ala, in an aqueous environment. Density functional theory calculations (DFT) were carried out to assess the stability of four types of secondary structures, i.e., ß-strand, polyproline-II (pP-II), α-helix and γ-turn, of which the formation had been described in these tripeptides. Both implicit and explicit hydration effects were analyzed on the conformational and energetic features of trimers. It has been shown that the use of M062X functional (versus B3LYP) improve the stability of intramolecular H-bonds, especially in inverse γ-turn structures, as well as the energetic and conformational equilibrium in all tripeptides. Explicit hydration reflected by the presence of five water molecules around the backbone polar sites (NH3+, N-H, CO and NH2) considerably changes the conformational landscapes of the trimers. Characteristic intramolecular and intermolecular interactions evidenced by the calculations, were emphasized.


Assuntos
Água , Modelos Moleculares , Conformação Proteica , Estrutura Secundária de Proteína
2.
J Comput Chem ; 41(14): 1402-1410, 2020 05 30.
Artigo em Inglês | MEDLINE | ID: mdl-32109325

RESUMO

Anionic species of aspartic acid, Asp- , having a zwitterionic backbone and a deprotonated side chain, appears to be a good example for analyzing dipole-ion and ion pair interactions. Density functional theory calculations were herein performed to investigate the low energy conformers of Asp- embedded in a dielectric continuum modeling an aqueous environment, through a scan of the potential energy as a function of the side chain (χ1 , χ2 ) torsion angles. The most energetically favorable conformers having g+ g- and g- g+ side chain orientations are found to be stabilized by charge-enhanced intramolecular H-bonding involving the positively charged ( NH3+ ) and the two negatively charged (COO- ) groups. These conformers were further used to analyze Asp- + nW clusters (W: water, n = 1 or 3), and Asp- /Asp- pair formation. COO- groups were found to be the most attractive sites for hosting a water molecule (binding energy: -6.0 ± 1.5 kcal/mol), compared to NH3+ groups (binding energy: -4.7 ± 1.1 kcal/mol). Energy separation between g+ g- and g- g+ conformers increases upon explicit hydration. Asp- /Asp- ion pairs, stabilized by the interaction between the NH3+ group of a partner and the COO- group of the other, shows a quite constant binding energy (-8.1 ± 0.2 kcal/mol), whatever the pair type, and the relative orientation of the two interacting partners. This study suggests a first step to achieve a more realistic image of intermolecular interactions in aqueous environment, especially upon increasing concentration. It can also be considered as a preliminary attempt to assess the interactions of the Lys+ …Asp- /Glu- ion pairs stabilizing intra- and interchain interactions in proteins.


Assuntos
Aminas/química , Ácido Aspártico/química , Teoria da Densidade Funcional , Concentração de Íons de Hidrogênio , Íons/química
3.
Adv Protein Chem Struct Biol ; 112: 81-121, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29680244

RESUMO

Primarily known as the inhibitor of growth hormone release, the role of somatostatin in many other inhibiting activities upon binding to its five G-protein-coupled receptors has been elucidated. Because of the short half-life of somatostatin, a number of synthetic analogues were elaborated for this peptide hormone. Herein, after recalling the main somatostatin therapeutic interests, we present the dynamical behavior of somatostatin-14 and its two currently used synthetic cyclic analogues, octreotide and pasireotide. Physical techniques, such as fluorescence, UV-visible absorption, circular dichroism, Raman spectroscopy, surface-enhanced Raman spectroscopy, and transmission electron microscopy, were jointly used in order to get information on the solution structural features, as well as on the anchoring sites of the three peptides on silver colloids. While somatostatin-14 adopts a rather unordered chain within the submillimolar concentration range, its cyclic analogues were revealed to be ordered, i.e., stabilized either in a type-II' ß-turn (octreotide) or in a face-to-face γ-turn/type-I ß-turn (pasireotide) structure. Nevertheless, a progressive structuring trend was observed in somatostatin-14 upon increasing concentration to the millimolar range. Because of their cationic character, the three peptides have revealed their capability to bind onto negatively charged silver nanoparticles. The high affinity of the peptides toward metallic particles seems to be extremely promising for the elaboration of somatostatin-based functionalized plasmonic nanoparticles that can be used in diagnosis, drug delivery, and therapy.


Assuntos
Nanopartículas Metálicas/química , Prata/química , Somatostatina/análogos & derivados , Somatostatina/química , Adsorção , Humanos , Termodinâmica
4.
Phys Chem Chem Phys ; 19(42): 28684-28695, 2017 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-29043324

RESUMO

Water interaction with peptide chains is one of the key structure stabilizing factors in an aqueous environment. Because of its strong polar character, water can bind to both anionic and cationic sites via electrostatic interactions. It can also act as a hydrogen-bond donor or acceptor according to its interactions with different polar groups in the backbone and side chains of peptides and proteins. Based on density functional theory calculations, the present report aims at illustrating the most energetically favorable interaction sites of aromatic side chains of phenylalanine, tyrosine, tryptophan, and histidine (neutral and protonated species) with surrounding water molecules. It was shown that beyond the strong interactions occurring between water and the aromatic ring acceptor/donor sites, such as O-H, N-H and -N[double bond, length as m-dash] groups, weaker interactions with π-electron clouds should also be considered. The latter type of binding, hereafter referred to as Hwπ interaction, involves one of the water hydrogen atoms (Hw) pointing toward the aromatic ring. Upon comparison between the theoretical data obtained from a purely implicit hydration model, i.e. a polarized solvent continuum, and those collected from a mixture of implicit and explicit hydration models, it has been shown that the explicit water molecule binding to aromatic rings affects the relative energies of the rotamers generated by the two side chain torsion angles (χ1 and χ2).

5.
J Pharm Biomed Anal ; 138: 54-62, 2017 May 10.
Artigo em Inglês | MEDLINE | ID: mdl-28182991

RESUMO

Acetylcholine is the first discovered neurotransmitter that has received a great attention regarding its capability of binding to several cellular targets. The chemical composition of acetylcholine, including a positively charged trimethylammonium and a carbonyl group, as well as its conformational flexibility was pointed out as the key factors in the stabilization of its interactions. Here, the possibilities offered by a Raman scattering-based multiconformatioal analysis to access the most stable conformers of acetylcholine, is discussed. To control the validity of this protocol, acetylcholine and one of its closely structured analogues, acetylthiocholine, were simultaneously analyzed. Solution Raman spectra revealed distinct and well resolved strong markers for each molecule. Density functional theory calculations were consistent with the fact that the energy order of the low energy conformers is considerably affected by the acyloxy oxygen→sulfur atom substitution. Raman spectra were calculated on the basis of the thermal average of the spectra arising from the low energy conformers. It has been evidenced that the carbonyl and trimethylammonium groups are the most favorable hydration sites in aqueous environment. Taking into account the large gap between the carbonyl bond-stretch and aliphatic bending bands, Raman spectra also allowed separation of the HOH bending vibrations arising from the bound and bulk water molecules.


Assuntos
Acetilcolina/química , Acetiltiocolina/química , Análise Espectral Raman/métodos , Conformação Molecular , Soluções/química , Vibração , Água/química
6.
Phys Chem Chem Phys ; 18(35): 24437-50, 2016 Sep 21.
Artigo em Inglês | MEDLINE | ID: mdl-27537101

RESUMO

Octreotide and pasireotide are two cyclic somatostatin analogues with an important clinical use in the treatment and diagnosis of neuroendocrine tumors. Herein, by the combined use of several techniques (UV-visible absorption, fluorescence, circular dichroism, ζ-potential, transmission electron microscopy, Raman scattering, surface-enhanced Raman scattering, and quantum mechanical calculations) we have followed the structural dynamics of these analogues in the bulk, as well as their binding sites on plasmonic (gold and silver) colloids. In contrast to the previously derived conclusions, the two peptides seem to possess completely different conformational features. Octreotide, a cyclic octapeptide, is formed by a moderately flexible type-II'ß-turn maintained by a deformable disulfide linkage. Pasireotide, in which the cyclic character is made possible by peptide bonds, manifests a rigid backbone formed by two oppositely placed tight turns of different types, i.e.γ-turn and type-I ß-turn. Owing to their cationic character, both analogues induce aggregation of negatively charged gold and silver colloids. Nevertheless, despite their notable structural differences, both peptides bind onto gold nanoparticles through their unique d-Trp residue. In contrast, their binding to silver colloids seems to be of electrostatic nature, as formed through monodentate or bidentate ionic pairs.

7.
J Pharm Biomed Anal ; 114: 42-8, 2015 Oct 10.
Artigo em Inglês | MEDLINE | ID: mdl-26004226

RESUMO

Since the late 1950s, metformin is the worldwide first-line pharmacologic treatment for type 2 diabetes. Beyond the fact that the mode of action of this drug has always been very difficult to elucidate, little is known about its physicochemical properties in aqueous solution. Herein, we focus on the protonation-deprotonation features of metformin by using jointly Raman scattering and theoretical calculations. Vibrational markers evidence the fact that within a wide pH interval extended at either side of the physiological one, i.e. ∼7 ± 4, metformin is mainly monoprotonated. Although the biprotonated form appears as major population at very low pH values (<1.5), Raman markers of neutral species do not dominate even at very high pH values (>13), presumably because of the extreme basicity of metformin as described by recent NMR measurements. Density functional theory calculations using both explicit and implicit hydration models, have led to presume a possible coexistence of two possible monoprotonated forms in aqueous environment. In conclusion, the biophysical features of this molecule and the amount used in clinical practice might certainly explain the pleiotropic actions toward several targets where metformin could be a permanent cationic partner, a proton donor/acceptor, as well as a good candidate for stabilizing the so-called π→π interactions.


Assuntos
Química Farmacêutica/métodos , Hipoglicemiantes/química , Metformina/química , Tecnologia Farmacêutica/métodos , Aminoácidos/química , Animais , Biofísica , Bovinos , DNA/análise , DNA/química , Diabetes Mellitus Tipo 2/tratamento farmacológico , Humanos , Concentração de Íons de Hidrogênio , Platina/química , Estrutura Secundária de Proteína , Prótons , Albumina Sérica/química , Análise Espectral Raman
8.
Biopolymers ; 101(10): 1019-28, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24729416

RESUMO

Lanreotide, a synthetic cyclic octapeptide, analogue of the peptide hormone somatostatin-14 (SST-14), is routinely used as a long-acting medication in the management of neuroendocrine tumors. Despite its therapeutic importance, low concentration structural data is still lacking for lanreotide. In fact, the major part of the previous structural investigations were focused on the remarkable aggregation properties of this peptide, appearing at high concentrations (>5 mM). Here, we have applied three optical spectroscopic techniques, i.e. fluorescence, circular dichroism and Raman scattering, for analyzing the structural dynamics at the concentrations below 5 mM, where lanreotide exists either in a monomer state or at the first stages of aggregation. The obtained data from lanreotide were discussed through their comparison with those collected from SST-14, leading us to the following conclusions: (i) The central D-Trp residue, forming with its adjacent Lys the main receptor interacting part of lanreotide, keeps a constant high rotational freedom whatever the environment (water, water/methanol, methanol). (ii) A solvent-dependent tight ß-turn, belonging to the type-II' family, is revealed in lanreotide. (iii) Raman data analyzed by band decomposition in the amide (I and III) regions allowed estimation of different secondary structural elements within the millimolar range. Interestingly, the applied protocol shows a perfect agreement between the structural features provided by the amide I and amide III Raman markers.


Assuntos
Peptídeos Cíclicos/química , Somatostatina/análogos & derivados , Somatostatina/química , Anisotropia , Dicroísmo Circular , Estrutura Secundária de Proteína , Rotação , Solventes , Espectrometria de Fluorescência , Análise Espectral Raman , Triptofano/química
9.
Phys Chem Chem Phys ; 13(38): 17284-94, 2011 Oct 14.
Artigo em Inglês | MEDLINE | ID: mdl-21879053

RESUMO

We present a set of new data allowing elucidation of the energetic, conformational and vibrational features of cysteine (Cys) and methionine (Met), i.e. two natural amino acids (AAs) containing a sulfur atom in their side chains. Special attention has been paid to cysteine, for which vibrational features were analysed in a wide pH range (6-to-12), where its backbone can switch from a zwitterionic to an anionic form, and its side chain SH group can be deprotonated. Through a detailed discussion on the relative acidity of the three protonation sites of this AA, as well as on the vibrational markers arising from zwitterionic and anionic backbones, we could assign the spectra recorded at pH 6, 9.2 and 12 to three species, referred to as Cys(0), Cys(1-)(a) and Cys(2-), where the superscripts designate their global net charges. To bring clarification to the structural and vibrational features, quantum mechanical calculations based on the Density Functional Theory (DFT) were carried out, allowing (i) a quasi exhaustive energetic and side chain conformational analysis through 804 clusters of explicitly hydrated AAs; (ii) simulation of the observed aqueous solution vibrational spectra of Cys(0), Cys(-2) and Met by means of the theoretical data obtained from their conformationally distinct lowest energy clusters.


Assuntos
Cisteína/química , Metionina/química , Prótons , Modelos Moleculares , Conformação Molecular , Espectrofotometria Infravermelho , Análise Espectral Raman
10.
J Chem Phys ; 135(5): 055101, 2011 Aug 07.
Artigo em Inglês | MEDLINE | ID: mdl-21823732

RESUMO

A comprehensive description of the energetic, conformational, and vibrational features of the two amino acids (AAs) with polar side chains, i.e., serine and threonine, in aqueous environment, is provided. To adequately analyze the side chain conformational flexibility of these amino acids, we resorted to quantum mechanical calculations with the use of density functional theory, which allowed the determination of the energetic features of these AAs through 236 clusters. Each cluster contains a zwitterionic AA surrounded by seven explicit water molecules. The obtained data could evidence the effect of the side chain conformational angle (χ(1) and χ(2)) as well as the location of water molecules on the energy landscapes of both AAs. Four of the lowest energy clusters of each AA, which give rise to distinct side chain conformations, were selected in order to reproduce the FT-IR and Raman spectra recorded in aqueous solutions and to assign the vibrational modes responsible of the main observed bands.


Assuntos
Serina/química , Treonina/química , Modelos Moleculares , Conformação Molecular , Espectroscopia de Infravermelho com Transformada de Fourier , Análise Espectral Raman , Termodinâmica , Água/química
11.
J Phys Chem B ; 114(46): 15319-30, 2010 Nov 25.
Artigo em Inglês | MEDLINE | ID: mdl-21043521

RESUMO

Four out of the 20 natural α-amino acids (α-AAs) contain aromatic rings in their side chains. In a recent paper (J. Phys. Chem. B 2010, 114, 9072-9083), we have analyzed the structural and vibrational features of l-histidine, one of the potent elements of this series. Here, we report on the three remaining members of this family, i.e., l-phenylalanine, l-tyrosine, and l-tryptophan. Their solution (H(2)O and D(2)O) Raman scattering and Fourier transform infrared absorption attenuated total reflection (FT-IR ATR) spectra were measured at room temperature from the species corresponding to those existing at physiological conditions. Because of the very low water solubility of tyrosine, special attention was paid to avoid any artifact concerning the report of the vibrational spectra corresponding to nondissolved powder of this AA in aqueous solution. Finally, we could obtain for the first time the Raman and FT-IR spectra of tyrosine at very low concentration (2.3 mM) upon long accumulation time. To clarify this point, those vibrational spectra of tyrosine recorded either in the solid phase or in a heterogeneous state, where dissolved and nondissolved species of this AA coexist in aqueous solution, are also provided as Supporting Information . To carry out a discussion on the general geometrical and vibrational behavior of these AAs, we resorted to quantum mechanical calculations at the DFT/B3LYP/6-31++G* level, allowing (i) determination of potential energy surfaces of these AAs in a continuum solvent as a function of the torsion angles χ(1) and χ(2), defining the conformation of each aromatic side chain around C(α)-C(ß) and C(ß)-C(γ) bonds, respectively; (ii) analysis of geometrical features of the AAs surrounded by clusters of n explicit (n = 5-7) water molecules interacting with the backbone and aromatic rings; and (iii) assignment of the observed vibrational modes by means of the theoretical data provided by the lowest energy conformers of explicitly hydrated amino acids.


Assuntos
Peptídeos/química , Fenilalanina/química , Triptofano/química , Tirosina/química , Água/química , Modelos Teóricos , Soluções , Solventes/química , Espectroscopia de Infravermelho com Transformada de Fourier , Análise Espectral Raman , Vibração
12.
J Phys Chem B ; 114(27): 9072-83, 2010 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-20568807

RESUMO

In manuscript VI of the same series (J. Phys. Chem. B 2010, 114, 1077-1088), we reported the geometrical and vibrational features of lysine and arginine, that is, two alpha-amino acids (alpha-AAs) with positively charged side chains, at physiological conditions. Here, we report our results on histidine, one of the most biologically important alpha-AAs, whose side chain can be neutral or positively charged through a protonation-deprotonation process of the nitrogens involved in its cyclic side chain at pH values in the physiological range. We have recorded at room temperature Raman scattering and Fourier-transform infrared (FT-IR) absorption spectra from the aqueous solutions of the AA at pH values 4, 6.8, and 8. It has been shown that a Raman spectrum recorded at the intermediate pH (6.8) can be perfectly reconstituted by a linear combination of those observed at two extreme pH values (4 and 8), allowing determination of the populations of histidine with protonated and neutral side chains in solution. The above-mentioned experimental data were completed by the vibrational spectra recorded in D(2)O. On the other hand, quantum mechanical calculations at the DFT/B3LYP/6-31++G* allowed us to analyze the energetic, geometrical, and vibrational features of histidine. Through a discussion on the basis of experimental and theoretical results, we comment on (i) the potential energy surfaces of histidine placed in a polarizable dielectric continuum, providing molecular energy landscapes as a function of its side chain orientations around C(alpha)-C(beta) and C(beta)-C(gamma) bonds; (ii) the full geometry optimization of the low energy conformers placed in a solvent continuum or in the presence of n explicit water molecules (n = 3, 7); (iii) the energy value separating the two histidine forms with neutral side chains; (iv) the determination of the side chain pK(a) by means of Raman spectra; and (v) the assignment of the observed vibrational modes by means of the lowest-energy conformers of hydrated histidine.


Assuntos
Histidina/química , Peptídeos/química , Prótons , Vibração , Concentração de Íons de Hidrogênio , Modelos Moleculares , Conformação Molecular , Teoria Quântica , Solventes/química , Espectroscopia de Infravermelho com Transformada de Fourier , Análise Espectral Raman , Termodinâmica , Água/química
13.
J Phys Chem B ; 114(2): 1077-88, 2010 Jan 21.
Artigo em Inglês | MEDLINE | ID: mdl-20025231

RESUMO

In two recent reports of the same series (J. Phys. Chem. B 2007, 111, 1470-1477 and J. Phys. Chem. B 2009, 113, 3169-3178), we have described the geometrical and vibrational analysis of glycine and amino acids (AAs) with hydrophobic side chains through the joint use of optical spectroscopy and quantum mechanical calculations. Here, we report Raman scattering and Fourier-Transform Infrared (FT-IR) Attenuated Total Reflectance (ATR) spectra measured from the aqueous solutions (H(2)O and D(2)O) of L-lysine and L-arginine, i.e. two alpha-AAs with positively charged hydrophilic side chains. The discussion on the vibrational features of both AAs could be carried out thanks to the theoretical calculations performed by means of the Density Functional Theory (DFT) approach at the B3LYP/6-31++G* level. We have analyzed the influence of implicit (with a polarizable dielectric continuum) and explicit (by means of an H(2)O cluster interacting with H-donor and H-acceptor sites of AAs) hydration models. In addition, through the calculated geometrical parameters and vibrational wavenumbers, a discussion was performed on the effect of the Cl(-) anion interacting with the positively charged side chains of explicitly hydrated AAs.


Assuntos
Arginina/química , Lisina/química , Peptídeos/química , Modelos Moleculares , Espectrofotometria Infravermelho , Espectroscopia de Infravermelho com Transformada de Fourier
14.
J Phys Chem B ; 113(10): 3169-78, 2009 Mar 12.
Artigo em Inglês | MEDLINE | ID: mdl-19708268

RESUMO

In the framework of our investigations on the analysis of vibrational spectra of amino acids (AAs) in hydrated media, Raman scattering and Fourier transform infrared (FT-IR) attenuated transmission reflectance (ATR) spectra of three alpha-amino acids with hydrophobic hydrocarbon side chains, i.e., alanine, valine, and isoleucine, were measured in H2O and D2O solutions. The present data complete those recently published by our group on glycine and leucine. This series of observed vibrational data gave us the opportunity to analyze the vibrational features of these amino acids in hydrated media by means of the density functional theory (DFT) calculations at the B3LYP/6-31++G* level. Harmonic vibrational modes calculated after geometry optimization on the clusters containing five water molecules interacting with H-donor and H-acceptor sites of amino acids are performed and allowed the observed main Raman and infrared bands to be assigned. Additional calculations on a cluster formed by leucine (L) and five water (W) molecules and the comparison of the obtained data with those recently published by our group on L+12W, allowed us to justify the number of hydration considered in the present report.


Assuntos
Alanina/química , Aminoácidos/química , Isoleucina/química , Peptídeos/química , Valina/química , Carbono/química , Óxido de Deutério/química , Hidrogênio/química , Leucina/química , Modelos Teóricos , Conformação Molecular , Espectrofotometria Infravermelho/métodos , Espectroscopia de Infravermelho com Transformada de Fourier , Análise Espectral Raman/métodos , Água/química
15.
Spectrochim Acta A Mol Biomol Spectrosc ; 73(5): 805-14, 2009 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-19442575

RESUMO

The effect of hexahydrated monovalent and divalent cations on the geometrical and vibrational features of dimethyl phosphate, dimethyl phosphorothioate and dimethyl phosphorodithioate anions (simple suitable model compounds representing the anionic moieties of natural and some modified nucleic acids) was studied. For this purpose, density functional theory (DFT) calculations were carried out at the B3LYP/6-31++G* level. Our results indicate that only K(+) and Mg(2+) prefer to be located in the bisector plane of the PO(2)(-) angle, whereas Li(+) and Na(+) deviate from this plane. Monovalent and divalent cations are slightly deviated from the OPS(-) bisector plane and are found closer to the free oxygen atom. Moreover, the present calculations have shown that in contrast to the general belief, the g(-)g(-) conformer (with respect to the torsion angles defined around the P-O ester bonds) is not always the energetically most favorable. For instance, the g(-)t conformer presents the lowest energy in the case of dimethyl phosphorothioate. The calculated vibrational wavenumbers obtained for dimethyl phosphate and dimethyl phosphorothioate interacting with hydrated sodium counterion, were compared with those previously recorded by Raman scattering and infrared absorption (IR) in aqueous solutions. It has been evidenced that the use of explicit solvent versus dielectric continuum, considerably improves the agreement between the theoretical and observed characteristic wavenumbers.


Assuntos
Cátions/química , Compostos Organofosforados/química , Compostos Organotiofosforados/química , Fosfatos/química , Simulação por Computador , Modelos Moleculares , Conformação Molecular , Teoria Quântica , Espectrofotometria Infravermelho , Análise Espectral Raman , Água/química
16.
J Phys Chem B ; 111(6): 1470-7, 2007 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-17243664

RESUMO

Raman scattering and Fourier-transform infrared (FT-IR) attenuated transmission reflectance (ATR) spectra of two alpha-amino acids (alpha-AAs), i.e., glycine and leucine, were measured in H2O and D2O (at neutral pH and pD). This series of observed vibrational data gave us the opportunity to analyze vibrational features of both AAs in hydrated media by density functional theory (DFT) calculations at the B3LYP/6-31++G* level. Harmonic vibrational modes calculated after geometry optimization on the clusters containing each AA and 12 surrounding water molecules, which represent primary models for hydration scheme of amino acids, allowed us to assign the main observed peaks.


Assuntos
Glicina/química , Leucina/química , Peptídeos/química , Espectroscopia de Infravermelho com Transformada de Fourier , Água/química , Óxido de Deutério/química , Ligação de Hidrogênio , Concentração de Íons de Hidrogênio , Estrutura Molecular
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