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1.
J Mol Biol ; : 168706, 2024 Jul 11.
Article in English | MEDLINE | ID: mdl-39002715

ABSTRACT

Copper nitrite reductases (CuNiRs) exhibit a strong pH dependence of their catalytic activity. Structural movies can be obtained by serially recording multiple structures (frames) from the same spot of a crystal using the MSOX serial crystallography approach. This method has been combined with on-line single crystal optical spectroscopy to capture the pH-dependent structural changes that accompany during turnover of CuNiRs from two Rhizobia species. The structural movies, initiated by the redox activation of a type-1 copper site (T1Cu) via X-ray generated photoelectrons, have been obtained for the substrate-free and substrate-bound states at low (high enzymatic activity) and high (low enzymatic activity) pH. At low pH, formation of the product nitric oxide (NO) is complete at the catalytic type-2 copper site (T2Cu) after a dose of 3 MGy (frame 5) with full bleaching of the T1Cu ligand-to-metal charge transfer (LMCT) 455 nm band (S(σ)Cys → T1Cu2+) which in itself indicates the electronic route of proton-coupled electron transfer (PCET) from T1Cu to T2Cu. In contrast at high pH, the changes in optical spectra are relatively small and the formation of NO is only observed in later frames (frame 15 in Br2DNiR, 10 MGy), consistent with the loss of PCET required for catalysis. This is accompanied by decarboxylation of the catalytic AspCAT residue, with CO2 trapped in the catalytic pocket.

2.
J Inorg Biochem ; 241: 112155, 2023 04.
Article in English | MEDLINE | ID: mdl-36739731

ABSTRACT

A copper-containing nitrite reductase catalyzes the reduction of nitrite to nitric oxide in the denitrifier Sinorhizobium meliloti 2011 (SmNirK), a microorganism used as bioinoculant in alfalfa seeds. Wild type SmNirK is a homotrimer that contains two copper centers per monomer, one of type 1 (T1) and other of type 2 (T2). T2 is at the interface of two monomers in a distorted square pyramidal coordination bonded to a water molecule and three histidine side chains, H171 and H136 from one monomer and H342 from the other. We report the molecular, catalytic, and spectroscopic properties of the SmNirK variant H342G, in which the interfacial H342 T2 ligand is substituted for glycine. The molecular properties of H342G are similar to those of wild type SmNirK. Fluorescence-based thermal shift assays and FTIR studies showed that the structural effect of the mutation is only marginal. However, the kinetic reaction with the physiological electron donor was significantly affected, which showed a âˆ¼ 100-fold lower turnover number compared to the wild type enzyme. UV-Vis, EPR and FTIR studies complemented with computational calculations indicated that the drop in enzyme activity are mainly due to the void generated in the protein substrate channel by the point mutation. The main structural changes involve the filling of the void with water molecules, the direct coordination to T2 copper ion of the second sphere aspartic acid ligand, a key residue in catalysis and nitrite sensing in NirK, and to the loss of the 3 N-O coordination of T2.


Subject(s)
Copper , Sinorhizobium meliloti , Copper/chemistry , Nitrites/chemistry , Sinorhizobium meliloti/chemistry , Sinorhizobium meliloti/metabolism , Histidine/chemistry , Catalytic Domain , Oxidation-Reduction , Ligands , Glycine , Electron Spin Resonance Spectroscopy , Nitrite Reductases/chemistry
3.
Protein Sci ; 30(11): 2310-2323, 2021 11.
Article in English | MEDLINE | ID: mdl-34562300

ABSTRACT

We report the crystal structure of the copper-containing nitrite reductase (NirK) from the Gram-negative bacterium Sinorhizobium meliloti 2011 (Sm), together with complex structural alignment and docking studies with both non-cognate and the physiologically related pseudoazurins, SmPaz1 and SmPaz2, respectively. S. meliloti is a rhizobacterium used for the formulation of Medicago sativa bionoculants, and SmNirK plays a key role in this symbiosis through the denitrification pathway. The structure of SmNirK, solved at a resolution of 2.5 Å, showed a striking resemblance with the overall structure of the well-known Class I NirKs composed of two Greek key ß-barrel domains. The activity of SmNirK is ~12% of the activity reported for classical NirKs, which could be attributed to several factors such as subtle structural differences in the secondary proton channel, solvent accessibility of the substrate channel, and that the denitrifying activity has to be finely regulated within the endosymbiont. In vitro kinetics performed in homogenous and heterogeneous media showed that both SmPaz1 and SmPaz2, which are coded in different regions of the genome, donate electrons to SmNirK with similar performance. Even though the energetics of the interprotein electron transfer (ET) process is not favorable with either electron donors, adduct formation mediated by conserved residues allows minimizing the distance between the copper centers involved in the interprotein ET process.


Subject(s)
Azurin/chemistry , Bacterial Proteins/chemistry , Nitrite Reductases/chemistry , Sinorhizobium meliloti/enzymology , Crystallography, X-Ray , Protein Domains
4.
Metallomics ; 12(12): 2084-2097, 2020 12 23.
Article in English | MEDLINE | ID: mdl-33226040

ABSTRACT

Two domain copper-nitrite reductases (NirK) contain two types of copper centers, one electron transfer (ET) center of type 1 (T1) and a catalytic site of type 2 (T2). NirK activity is pH-dependent, which has been suggested to be produced by structural modifications at high pH of some catalytically relevant residues. To characterize the pH-dependent kinetics of NirK and the relevance of T1 covalency in intraprotein ET, we studied the biochemical, electrochemical, and spectroscopic properties complemented with QM/MM calculations of Bradyrhizobium japonicum NirK (BjNirK) and of its electron donor cytochrome c550 (BjCycA). BjNirK presents absorption spectra determined mainly by a S(Cys)3pπ → Cu2+ ligand-to-metal charge-transfer (LMCT) transition. The enzyme shows low activity likely due to the higher flexibility of a protein loop associated with BjNirK/BjCycA interaction. Nitrite is reduced at high pH in a T1-decoupled way without T1 → T2 ET in which proton delivery for nitrite reduction at T2 is maintained. Our results are analyzed in comparison with previous results found by us in Sinorhizobium meliloti NirK, whose main UV-vis absorption features are determined by S(Cys)3pσ/π → Cu2+ LMCT transitions.


Subject(s)
Bacterial Proteins/metabolism , Bradyrhizobium/metabolism , Cytochrome c Group/metabolism , Nitrite Reductases/metabolism , Bacterial Proteins/genetics , Bradyrhizobium/genetics , Cloning, Molecular , Copper/metabolism , Cytochrome c Group/genetics , Nitrite Reductases/genetics , Oxidation-Reduction , Up-Regulation
5.
IUCrJ ; 6(Pt 2): 248-258, 2019 Mar 01.
Article in English | MEDLINE | ID: mdl-30867922

ABSTRACT

Dissimilatory nitrite reductases are key enzymes in the denitrification pathway, reducing nitrite and leading to the production of gaseous products (NO, N2O and N2). The reaction is catalysed either by a Cu-containing nitrite reductase (NirK) or by a cytochrome cd 1 nitrite reductase (NirS), as the simultaneous presence of the two enzymes has never been detected in the same microorganism. The thermophilic bacterium Thermus scotoductus SA-01 is an exception to this rule, harbouring both genes within a denitrification cluster, which encodes for an atypical NirK. The crystal structure of TsNirK has been determined at 1.63 Šresolution. TsNirK is a homotrimer with subunits of 451 residues that contain three copper atoms each. The N-terminal region possesses a type 2 Cu (T2Cu) and a type 1 Cu (T1CuN) while the C-terminus contains an extra type 1 Cu (T1CuC) bound within a cupredoxin motif. T1CuN shows an unusual Cu atom coordination (His2-Cys-Gln) compared with T1Cu observed in NirKs reported so far (His2-Cys-Met). T1CuC is buried at ∼5 Šfrom the molecular surface and located ∼14.1 Šaway from T1CuN; T1CuN and T2Cu are ∼12.6 Šapart. All these distances are compatible with an electron-transfer process T1CuC → T1CuN → T2Cu. T1CuN and T2Cu are connected by a typical Cys-His bridge and an unexpected sensing loop which harbours a SerCAT residue close to T2Cu, suggesting an alternative nitrite-reduction mechanism in these enzymes. Biophysicochemical and functional features of TsNirK are discussed on the basis of X-ray crystallography, electron paramagnetic resonance, resonance Raman and kinetic experiments.

6.
Biochim Biophys Acta Gen Subj ; 1862(3): 752-760, 2018 Mar.
Article in English | MEDLINE | ID: mdl-29051066

ABSTRACT

The Cys-His bridge as electron transfer conduit in the enzymatic catalysis of nitrite to nitric oxide by nitrite reductase from Sinorhizobium meliloti 2011 (SmNir) was evaluated by site-directed mutagenesis, steady state kinetic studies, UV-vis and EPR spectroscopic measurements as well as computational calculations. The kinetic, structural and spectroscopic properties of the His171Asp (H171D) and Cys172Asp (C172D) SmNir variants were compared with the wild type enzyme. Molecular properties of H171D and C172D indicate that these point mutations have not visible effects on the quaternary structure of SmNir. Both variants are catalytically incompetent using the physiological electron donor pseudoazurin, though C172D presents catalytic activity with the artificial electron donor methyl viologen (kcat=3.9(4) s-1) lower than that of wt SmNir (kcat=240(50) s-1). QM/MM calculations indicate that the lack of activity of H171D may be ascribed to the Nδ1H…OC hydrogen bond that partially shortcuts the T1-T2 bridging Cys-His covalent pathway. The role of the Nδ1H…OC hydrogen bond in the pH-dependent catalytic activity of wt SmNir is also analyzed by monitoring the T1 and T2 oxidation states at the end of the catalytic reaction of wt SmNir at pH6 and 10 by UV-vis and EPR spectroscopies. These data provide insight into how changes in Cys-His bridge interrupts the electron transfer between T1 and T2 and how the pH-dependent catalytic activity of the enzyme are related to pH-dependent structural modifications of the T1-T2 bridging chemical pathway.


Subject(s)
Bacterial Proteins/metabolism , Electron Transport , Nitrite Reductases/metabolism , Sinorhizobium meliloti/enzymology , Amino Acid Substitution , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Copper/chemistry , Cysteine/chemistry , Electron Spin Resonance Spectroscopy , Histidine/chemistry , Models, Molecular , Mutagenesis, Site-Directed , Mutation, Missense , Nitrite Reductases/chemistry , Nitrite Reductases/genetics , Nitrites/metabolism , Oxidation-Reduction , Point Mutation , Protein Conformation , Recombinant Proteins/metabolism , Sinorhizobium meliloti/genetics , Spectrophotometry, Ultraviolet
7.
Chembiochem ; 18(6): 515-517, 2017 03 16.
Article in English | MEDLINE | ID: mdl-28075512

ABSTRACT

We investigated Baeyer-Villiger monooxygenase (BVMO)-mediated synthesis of alkyl formate esters, which are important flavor and fragrance products. A recombinant fungal BVMO from Aspergillus flavus was found to transform a selection of aliphatic aldehydes into alkyl formates with high regioselectivity. Near complete conversion of 10 mm octanal was achieved within 8 h with a regiomeric excess of ∼80 %. Substrate concentration was found to affect specific activity and regioselectivity of the BVMO, as well as the rate of product autohydrolysis to the primary alcohol. More than 80 % conversion of 50 mm octanal was reached after 72 h (TTN nearly 20 000). Biotransformation on a 200 mL scale under unoptimized conditions gave a space-time yield (STY) of 4.2 g L-1 d-1 (3.4 g L-1 d-1 extracted product).


Subject(s)
Esters/chemical synthesis , Formates/chemical synthesis , Mixed Function Oxygenases/metabolism , Alcohols/metabolism , Esters/chemistry , Formates/chemistry , Fungi/enzymology , Mixed Function Oxygenases/chemistry , Stereoisomerism
8.
PLoS One ; 11(7): e0160186, 2016.
Article in English | MEDLINE | ID: mdl-27472055

ABSTRACT

Baeyer-Villiger monooxygenases (BVMOs) are biocatalysts that convert ketones to esters. Due to their high regio-, stereo- and enantioselectivity and ability to catalyse these reactions under mild conditions, they have gained interest as alternatives to chemical Baeyer-Villiger catalysts. Despite their widespread occurrence within the fungal kingdom, most of the currently characterized BVMOs are from bacterial origin. Here we report the catalytic and structural characterization of BVMOAFL838 from Aspergillus flavus. BVMOAFL838 converts linear and aryl ketones with high regioselectivity. Steady-state kinetics revealed BVMOAFL838 to show significant substrate inhibition with phenylacetone, which was more pronounced at low pH, enzyme and buffer concentrations. Para substitutions on the phenyl group significantly improved substrate affinity and increased turnover frequencies. Steady-state kinetics revealed BVMOAFL838 to preferentially oxidize aliphatic ketones and aryl ketones when the phenyl group are separated by at least two carbons from the carbonyl group. The X-ray crystal structure, the first of a fungal BVMO, was determined at 1.9 Å and revealed the typical overall fold seen in type I bacterial BVMOs. The active site Arg and Asp are conserved, with the Arg found in the "in" position. Similar to phenylacetone monooxygenase (PAMO), a two residue insert relative to cyclohexanone monooxygenase (CHMO) forms a bulge within the active site. Approximately half of the "variable" loop is folded into a short α-helix and covers part of the active site entry channel in the non-NADPH bound structure. This study adds to the current efforts to rationalize the substrate scope of BVMOs through comparative catalytic and structural investigation of different BVMOs.


Subject(s)
Aspergillus flavus/enzymology , Mixed Function Oxygenases/metabolism , Acetone/analogs & derivatives , Acetone/pharmacology , Catalysis , Crystallization , Crystallography, X-Ray , Electrophoresis, Polyacrylamide Gel , Kinetics , Mixed Function Oxygenases/antagonists & inhibitors , Mixed Function Oxygenases/chemistry , Mixed Function Oxygenases/isolation & purification , Protein Conformation , Substrate Specificity
9.
J Biol Inorg Chem ; 19(6): 913-21, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24647732

ABSTRACT

Pseudoazurin (Paz) is the physiological electron donor to copper-containing nitrite reductase (Nir), which catalyzes the reduction of NO2 (-) to NO. The Nir reaction mechanism involves the reduction of the type 1 (T1) copper electron transfer center by the external physiological electron donor, intramolecular electron transfer from the T1 copper center to the T2 copper center, and nitrite reduction at the type 2 (T2) copper catalytic center. We report the cloning, expression, and characterization of Paz from Sinorhizobium meliloti 2011 (SmPaz), the ability of SmPaz to act as an electron donor partner of S. meliloti 2011 Nir (SmNir), and the redox properties of the metal centers involved in the electron transfer chain. Gel filtration chromatography and sodium dodecyl sulfate-polyacrylamide gel electrophoresis together with UV-vis and EPR spectroscopies revealed that as-purified SmPaz is a mononuclear copper-containing protein that has a T1 copper site in a highly distorted tetrahedral geometry. The SmPaz/SmNir interaction investigated electrochemically showed that SmPaz serves as an efficient electron donor to SmNir. The formal reduction potentials of the T1 copper center in SmPaz and the T1 and T2 copper centers in SmNir, evaluated by cyclic voltammetry and by UV-vis- and EPR-mediated potentiometric titrations, are against an efficient Paz T1 center to Nir T1 center to Nir T2 center electron transfer. EPR experiments proved that as a result of the SmPaz/SmNir interaction in the presence of nitrite, the order of the reduction potentials of SmNir reversed, in line with T1 center to T2 center electron transfer being thermodynamically more favorable.


Subject(s)
Azurin/metabolism , Electrons , Nitrite Reductases/metabolism , Sinorhizobium meliloti/chemistry , Azurin/chemistry , Azurin/genetics , Oxidation-Reduction , Sinorhizobium meliloti/metabolism , Thermodynamics
10.
J Phys Chem A ; 116(50): 12314-20, 2012 Dec 20.
Article in English | MEDLINE | ID: mdl-23186406

ABSTRACT

We report an EPR study at X- and Q-bands of polycrystalline and single crystal samples of the mixed copper(II) complex with L-glutamic acid (glu) and 1,10-phenantroline (phen), [Cu(glu)(phen)(H(2)O)](+) NO(3)(-)·2(H(2)O). The polycrystalline sample spectrum at Q-band showed well resolved g(∥ )and g(⊥) features and partially solved hyperfine structure at g(∥), typical for weakly exchange coupled systems. This is confirmed from the angular variation of the EPR spectra which shows for certain magnetic field orientations a partially solved hyperfine structure characteristic of weak exchange, whereas a single Lorentzian line corresponding to strong exchange is observed for others. Analysis and simulation of the single crystal EPR spectra were performed using the random frequency modulation model of Anderson. Numerical simulations of the angular variation of the EPR spectra showed that the narrowing of the hyperfine structure is due to an exchange-mediated mechanism in which transitions between any pair of lines are equally likely. The exchange interaction responsible for this process is mediated by hydrophobic interactions between two phen molecules and a mixed chemical path of the type CuA-O(ap)H···O-C-O(eq)-CuB, for which we evaluated an average isotropic exchange parameter |J| ≈ 25 × 10(-4) cm(-1).


Subject(s)
Copper/chemistry , Glutamic Acid/chemistry , Organometallic Compounds/chemistry , Phenanthrolines/chemistry , Crystallography, X-Ray , Electron Spin Resonance Spectroscopy , Ligands , Models, Molecular , Molecular Conformation
11.
J Inorg Biochem ; 114: 8-14, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22687560

ABSTRACT

The entire nirK gene coding for a putative copper-nitrite reductase (Nir) from Sinorhizobium meliloti 2011 (Sm) was cloned and overexpressed heterologously in Escherichia coli for the first time. The spectroscopic and molecular properties of the enzyme indicate that SmNir is a green Nir with homotrimeric structure (42.5 kDa/subunit) containing two copper atoms per monomer, one of type 1 and the other of type 2. SmNir follows a Michaelis-Menten mechanism and is inhibited by cyanide. EPR spectra of the as-purified enzyme exhibit two magnetically different components associated with type 1 and type 2 copper centers in a 1:1 ratio. EPR characterization of the copper species obtained upon interaction of SmNir with nitrite, and catalytically-generated and exogenous NO reveals the formation of a Cu-NO EPR active species not detected before in closely related Nirs.


Subject(s)
Bacterial Proteins/chemistry , Copper/chemistry , Nitric Oxide/chemistry , Nitrite Reductases/chemistry , Protein Subunits/chemistry , Sinorhizobium meliloti/enzymology , Amino Acid Sequence , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Catalytic Domain , Cloning, Molecular , Cyanides/chemistry , Electron Spin Resonance Spectroscopy , Escherichia coli , Gene Expression , Kinetics , Molecular Sequence Data , Molecular Weight , Nitric Oxide/biosynthesis , Nitrite Reductases/genetics , Nitrite Reductases/metabolism , Nitrites/chemistry , Protein Multimerization , Protein Subunits/genetics , Protein Subunits/metabolism , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Sinorhizobium meliloti/chemistry
12.
Biometals ; 24(5): 891-902, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21432624

ABSTRACT

The purification and biochemical characterization of the respiratory membrane-bound nitrate reductase from Sinorhizobium meliloti 2011 (Sm NR) is reported together with the optimal conditions for cell growth and enzyme production. The best biomass yield was obtained under aerobic conditions in a fed-batch system using Luria-Bertani medium with glucose as carbon source. The highest level of Sm NR production was achieved using microaerobic conditions with the medium supplemented with both nitrate and nitrite. Sm NR is a mononuclear Mo-protein belonging to the DMSO reductase family isolated as a heterodimeric enzyme containing two subunits of 118 and 45 kDa. Protein characterization by mass spectrometry showed homology with respiratory nitrate reductases. UV-Vis spectra of as-isolated and dithionite reduced Sm NR showed characteristic absorption bands of iron-sulfur and heme centers. Kinetic studies indicate that Sm NR follows a Michaelis-Menten mechanism (K (m) = 97 ± 11 µM, V = 9.4 ± 0.5 µM min(-1), and k (cat) = 12.1 ± 0.6 s(-1)) and is inhibited by azide, chlorate, and cyanide with mixed inhibition patterns. Physiological and kinetic studies indicate that molybdenum is essential for NR activity and that replacement of this metal for tungsten inhibits the enzyme. Although no narGHI gene cluster has been annotated in the genome of rhizobia, the biochemical characterization indicates that Sm NR is a Mo-containing NR enzyme with molecular organization similar to NarGHI.


Subject(s)
Cell Membrane/metabolism , Nitrate Reductases/metabolism , Nitrates/metabolism , Sinorhizobium meliloti/metabolism , Azides/pharmacology , Chlorates/pharmacology , Cyanides/pharmacology , Kinetics , Molybdenum/metabolism , Nitrate Reductases/antagonists & inhibitors , Oxidation-Reduction , Sinorhizobium meliloti/enzymology , Structure-Activity Relationship
13.
J Am Chem Soc ; 131(23): 7990-8, 2009 Jun 17.
Article in English | MEDLINE | ID: mdl-19459677

ABSTRACT

Aldehyde oxidoreductase from Desulfovibrio gigas (DgAOR) is a member of the xanthine oxidase (XO) family of mononuclear Mo-enzymes that catalyzes the oxidation of aldehydes to carboxylic acids. The molybdenum site in the enzymes of the XO family shows a distorted square pyramidal geometry in which two ligands, a hydroxyl/water molecule (the catalytic labile site) and a sulfido ligand, have been shown to be essential for catalysis. We report here steady-state kinetic studies of DgAOR with the inhibitors cyanide, ethylene glycol, glycerol, and arsenite, together with crystallographic and EPR studies of the enzyme after reaction with the two alcohols. In contrast to what has been observed in other members of the XO family, cyanide, ethylene glycol, and glycerol are reversible inhibitors of DgAOR. Kinetic data with both cyanide and samples prepared from single crystals confirm that DgAOR does not need a sulfido ligand for catalysis and confirm the absence of this ligand in the coordination sphere of the molybdenum atom in the active enzyme. Addition of ethylene glycol and glycerol to dithionite-reduced DgAOR yields rhombic Mo(V) EPR signals, suggesting that the nearly square pyramidal coordination of the active enzyme is distorted upon alcohol inhibition. This is in agreement with the X-ray structure of the ethylene glycol and glycerol-inhibited enzyme, where the catalytically labile OH/OH(2) ligand is lost and both alcohols coordinate the Mo site in a eta(2) fashion. The two adducts present a direct interaction between the molybdenum and one of the carbon atoms of the alcohol moiety, which constitutes the first structural evidence for such a bond in a biological system.


Subject(s)
Aldehyde Oxidoreductases/chemistry , Carbon/chemistry , Desulfovibrio gigas/enzymology , Molybdenum/chemistry , Aldehyde Oxidoreductases/antagonists & inhibitors , Catalysis , Crystallography, X-Ray , Cyanides/chemistry , Electron Spin Resonance Spectroscopy , Enzyme Inhibitors/chemistry , Ethylene Glycol/chemistry , Glycerol/chemistry , Ligands , Protein Conformation
14.
Anal Bioanal Chem ; 376(6): 838-43, 2003 Jul.
Article in English | MEDLINE | ID: mdl-12802564

ABSTRACT

An improvement is presented on the simultaneous determination of two active ingredients present in unequal concentrations in injections. The analysis was carried out with spectrophotometric data and non-linear multivariate calibration methods, in particular artificial neural networks (ANNs). The presence of non-linearities caused by the major analyte concentrations which deviate from Beer's law was confirmed by plotting actual vs. predicted concentrations, and observing curvatures in the residuals for the estimated concentrations with linear methods. Mixtures of dextropropoxyphene and dipyrone have been analysed by using linear and non-linear partial least-squares (PLS and NPLSs) and ANNs. Notwithstanding the high degree of spectral overlap and the occurrence of non-linearities, rapid and simultaneous analysis has been achieved, with reasonably good accuracy and precision. A commercial sample was analysed by using the present methodology, and the obtained results show reasonably good agreement with those obtained by using high-performance liquid chromatography (HPLC) and a UV-spectrophotometric comparative methods.


Subject(s)
Dextropropoxyphene/analysis , Dipyrone/analysis , Neural Networks, Computer , Pharmaceutical Preparations/analysis , Anti-Inflammatory Agents, Non-Steroidal/analysis , Antitussive Agents/analysis , Computer Simulation , Electrochemistry , Molecular Structure , Nonlinear Dynamics , Pharmaceutical Preparations/chemistry
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