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1.
J Chem Theory Comput ; 2024 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-38718258

RESUMO

Phosphate derivatives and their interaction with metal cations are involved in many important biological phenomena, so an accurate characterization of the phosphate-metal interaction is necessary to properly understand the role of phosphate-metal contacts in mediating biological function. Herein, we improved the standard 12-6 Lennard-Jones (LJ) potential via the usage of the 12-6-4 LJ model, which incorporates ion-induced dipole interactions. Via parameter scanning, we fine-tuned the 12-6-4 LJ polarizability values to obtain accurate absolute binding free energies for the phosphate anions H2PO4-, HPO42-, PO43- coordinating with Ca2+ and Mg2+. First, we modified the phosphate 12-6-4 LJ parameters to reproduce the solvation free energies of the series of phosphate anions using the thermodynamic integration (TI) method. Then, using the potential mean force (PMF) method, the polarizability of the metal-phosphate interaction was obtained. We show that the free energy profiles of phosphate ions coordinated to Ca2+ and Mg2+ generally show similar trends at longer metal-phosphate distances, while the absolute binding energy values increased with deprotonation. The resulting parameters demonstrate the flexibility of the 12-6-4 LJ-type nonbonded model and its usefulness in accurately describing cation-anion interactions.

2.
J Chem Inf Model ; 63(10): 2992-3004, 2023 05 22.
Artigo em Inglês | MEDLINE | ID: mdl-37126823

RESUMO

As weak acids or bases, in solution, drug molecules are in either their ionized or nonionized states. A high degree of ionization is essential for good water solubility of a drug molecule and is required for drug-receptor interactions, whereas the nonionized form improves a drug's lipophilicity, allowing the ligand to cross the cell membrane. The penetration of a drug ligand through cell membranes is mainly governed by the pKa of the drug molecule and the membrane environment. In this study, with the aim of predicting the acetonitrile pKa's (pKa(MeCN)) of eight drug-like thiazol-2-imine derivatives, we propose a very accurate and computationally affordable protocol by using several quantum mechanical approaches. Benchmark studies were conducted on a set of training molecules, which were selected from the literature with known pKa(water) and pKa(MeCN). Highly well-correlated pKa values were obtained when the calculations were performed with the isodesmic method at the M062X/6-31G** level of theory in conjunction with SMD solvation model for nitrogen-containing heterocycles. Finally, experimentally unknown pKa(MeCN) values of eight thiazol-2-imine structures, which were previously synthesized by some of us, are proposed.


Assuntos
Iminas , Água , Fenômenos Químicos , Ligantes , Solubilidade , Água/química
3.
Org Biomol Chem ; 21(21): 4518-4528, 2023 05 31.
Artigo em Inglês | MEDLINE | ID: mdl-37199703

RESUMO

The human topoisomerase IB (hTopoIB) enzyme is a monomeric protein that relaxes the supercoils on double-stranded DNA by forming a covalent DNA/hTopoIB complex by introducing a nick on the DNA strand. Inhibition of hTopoIB results in cell death, which makes this protein a strong target for the treatment of various cancer types, including small-cell lung cancers and ovarian cancers. Camptothecin (CPT) and indenoisoquinoline (IQN) classes of compounds inhibit the hTopoIB activity by intercalating to nicked DNA pairs; however, these inhibitors show different preferences towards DNA bases when bound to the DNA/hTopoIB complex. Here, we investigated the affinities of CPT and one IQN derivative towards different DNA base pairs. The two inhibitors showed different stacking behaviors in the intercalation site and interaction pattern with binding pocket residues, indicating that they have different inhibition mechanisms in the binding pocket that affects the base-pair selectivity. The results obtained from this study are expected to guide researchers in designing gene-specific and more potent compounds to fight cancer through hTopoIB poisoning.


Assuntos
Neoplasias , Inibidores da Topoisomerase I , Humanos , Inibidores da Topoisomerase I/farmacologia , DNA/química , DNA Topoisomerases Tipo I/química , Pareamento de Bases , Camptotecina/química , Inibidores Enzimáticos/farmacologia
4.
Org Biomol Chem ; 20(44): 8766-8774, 2022 Nov 16.
Artigo em Inglês | MEDLINE | ID: mdl-36314473

RESUMO

Human serum transferrin binds ferric ions with high affinity and delivers them into cells via receptor-mediated endocytosis upon a decrease in pH in the endosome. Protonation events and conformational changes are known to play an important role in iron-release though the release is not yet fully understood. Human serum transferrin consists of two similar lobes which release iron at different rates. In this study, we investigate the iron binding sites of N- and C-lobes using quantum mechanical tools, particularly, the quantum chemical cluster approach. This study supports the inevitable role of axial tyrosine for the release of iron in quantum chemical models and provides valuable information about the proton transfer pathways for the protonation of Tyr188 and Tyr517 in N- and C-lobes, respectively. The calculations show that the release process is similar in both lobes; however, the energetic differences of the release process in N- and C-lobes, demonstrated for the first time, indicated that the release of iron in the N-lobe is thermodynamically favorable, in contrast to the one in the C-lobe.


Assuntos
Ferro , Transferrina , Humanos , Ferro/química , Transferrina/química , Transferrina/metabolismo , Sítios de Ligação , Endossomos/metabolismo , Endocitose , Concentração de Íons de Hidrogênio
5.
Org Biomol Chem ; 20(38): 7622-7631, 2022 10 05.
Artigo em Inglês | MEDLINE | ID: mdl-36111614

RESUMO

5-Benzyl-3-(o-aryl)-2-thiohydantoin and 5-isobutyl-3-(o-aryl)-2-thiohydantoin derivatives (o-aryl = o-tolyl and o-bromophenyl) have been synthesized by reacting o-aryl isothiocyanates with S-phenylalanine methyl ester hydrochloride or with S-leucine methyl ester hydrochloride in the presence of triethylamine (TEA). The synthesized compounds have a chirality center at C5 of the heterocyclic ring and a chirality axis, the N3-C(aryl) bond. The axially chiral compounds were shown to exist in unequal amounts of SM, SP, RM and RP stereoisomeric forms with a high prevalence of the P isomers over the M isomers. The isomeric assignments were done by comparing the 1H NMR spectra with the HPLC chromatograms. The stereoisomers were resolved micropreparatively by HPLC on chiral stationary phases and the interconversion of the single isomers has been investigated. The conversion type has been determined as epimerization or rotation by the HPLC analyses. It has been found that although the stereoisomers converted to each other only by rotation in toluene, in ethanol epimerization (racemization at C5 of the heteroring) was accompanied with rotation depending on the duration, temperature of the thermal interconversion experiment and the nature of the ortho substituent. The occurrence of epimerization was also proved through H/D exchange reactions via1H NMR experiments done in CD3OD. The rotation and epimerization mechanisms of synthesized compounds were further elucidated by Density Functional Theory (DFT) calculations at M062X/6-311 + G** level of theory and the results were shown to be in harmony with experimental findings.


Assuntos
Tioidantoínas , Tolueno , Etanol , Isotiocianatos , Rotação , Solventes
6.
ACS Omega ; 7(35): 31591-31596, 2022 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-36092585

RESUMO

The energetic viability of the previously proposed biogenetic pathway for the formation of two unique monoterpenoid indole alkaloids, voacafricine A and B, which are present in the fruits of Voacanga africana, was investigated using density functional theory computations. The results of these calculations indicate that not only is the previously suggested pathway not energetically viable but also that an alternative biosynthetic precursor is likely.

7.
Phys Chem Chem Phys ; 24(26): 16167-16182, 2022 Jul 06.
Artigo em Inglês | MEDLINE | ID: mdl-35748918

RESUMO

The thermally activated delayed fluorescence (TADF) behaviours of seventeen organic TADF emitters and two non-TADF chromophores bearing various donor and acceptor moieties were investigated, focusing on their torsion angles, singlet-triplet gap (ΔEST), spin orbit couplings (SOC) and topological ΦS index. Electronic structure calculations were performed in the framework of the Tamm-Dancoff approximation (TDA) allowing the possible reverse intersystem crossing (RISC) pathways to be characterized. The electronic density reorganization of the excited states was checked also with respect to the different exchange-correlation functional and absorption spectra were obtained by considering vibrational and dynamical effects through Wigner sampling of the ground state equilibrium regions. Examining all the parameters obtained in our computational study, we rationalized the influence of electron-donating and electron-accepting groups and the effects of geometrical factors, especially torsion angles, on a wide class of diverse compounds ultimately providing an easy and computationally effective protocol to assess TADF efficiencies.

8.
Phys Chem Chem Phys ; 24(18): 11305-11314, 2022 May 11.
Artigo em Inglês | MEDLINE | ID: mdl-35485650

RESUMO

Recently, ionic liquids (ILs) have been used as ligands for single-site Ir(CO)2 complexes bound to metal-oxide supports because of their electron-donor/acceptor capacities. The combined effects of supports and ILs as ligands may pave the way to the tuning of the surrounding electronic properties to increase electron-donor/acceptor efficiency in metal-oxide supported Ir(CO)2 complexes. Herein, we have used Density Functional Theory to model Ir(CO)2 complexes bound to MgO supports with and without the presence of an IL to explain the role of ILs in modifying the electronic structure of the supported complex. Comparison of the ν(CO) band stretching frequencies with experimental results has led to the rationalization of the factors driving the interactions between the IL, the support, and the catalyst as well as the justification of the methodology for further studies.

9.
J Phys Chem A ; 126(4): 473-484, 2022 Feb 03.
Artigo em Inglês | MEDLINE | ID: mdl-35061385

RESUMO

Thermally activated delayed fluorescence (TADF) materials are commonly used in various apparatus, including organic light-emitting device-based displays, as they remarkably improve the internal quantum efficiencies. Although there is a wide range of donor-acceptor-based compounds possessing TADF properties, in this computational study, we investigated TADF and some non-TADF chromophores, containing benzophenone or its structural derivatives as the acceptor core, together with various donor moieties. Following the computational modeling of the emitters, several excited state properties, such as the absorption spectra, singlet-triplet energy gaps (ΔEST), natural transition orbitals, and the topological ΦS indices, have been computed. Along with the donor-acceptor torsion angles and spin-orbit coupling values, these descriptors have been utilized to investigate potential TADF efficiency. Our study has shown that on the one hand, our photophysical/structural descriptors and computational methodologies predict the experimental results quite well, and on the other hand, our extensive benchmark can be useful to pinpoint the most promising functionals and descriptors for the study of benzophenone-based TADF emitters.

10.
Phys Chem Chem Phys ; 23(42): 24377-24385, 2021 Nov 03.
Artigo em Inglês | MEDLINE | ID: mdl-34676839

RESUMO

In this work, we report the photophysical properties of three thiol derivatives, commonly used as photoinitiators in thiol-ene free radical polymerization, the ultimate goal being to rationalize the main reason behind the photoinitiation efficiency. For this aim, time dependent density functional theory is used to simulate the absorption spectra of alkyl thiol (R-SH), thiophenol (PhSH) and p-(trifluoromethyl) thiophenol (p-CF3PhSH), describe their excited state topologies, and explore their potential energy surfaces along the S-H dissociation. Excited state calculations have shown that the S-H photolysis is achieved through the triplet excited states following intersystem crossing from the originally populated singlet manifolds. More specifically, while in aromatic thiol derivatives dissociation is mainly triplet-state mediated, the first excited singlet state and first triplet state of alkyl thiol are both dissociative and hence potentially capable of generating the photoinduced radical species. We have also justified the experimental findings concerning the photoinitiator efficiency considering both their potential energy surface topologies and the absorption intensity, in the lowest energy region.

11.
J Chem Inf Model ; 61(6): 2733-2743, 2021 06 28.
Artigo em Inglês | MEDLINE | ID: mdl-34137248

RESUMO

In this study, we present an accurate protocol for the fast prediction of pKa's of carboxylic acids based on the linear relationship between computed atomic charges of the anionic form of the carboxylate fragment and their experimental pKa values. Five charge descriptors, three charge models, three solvent models, gas-phase calculations, several DFT methods (a combination of eight DFT functionals and fifteen basis sets), and four different semiempirical approaches were tested. Among those, the best combination to reproduce experimental pKa's is to compute the natural population analysis atomic charge using the solvation model based on density model at the M06L/6-311G(d,p) level of theory and selecting the maximum atomic charge on the carboxylic oxygen atoms (R2 = 0.955). The applicability of the suggested protocol and its stability along geometrical changes are verified by molecular dynamics simulations performed for a set of aspartate, glutamate, and alanine peptides. By reporting the calculated atomic charge of the carboxylate form into the linear relationship derived in this work, it should be possible to accurately estimate the amino acid's pKa's in a protein environment.


Assuntos
Ácidos Carboxílicos , Solventes
12.
J Comput Aided Mol Des ; 35(7): 841-851, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34164769

RESUMO

The physicochemical properties of a drug molecule determine the therapeutic effectiveness of the drug. Thus, the development of fast and accurate theoretical approaches for the prediction of such properties is inevitable. The participation to the SAMPL7 challenge is based on the estimation of logP coefficients and pKa values of small drug-like sulfonamide derivatives. Thereby, quantum mechanical calculations were carried out in order to calculate the free energy of solvation and the transfer energy of 22 drug-like compounds in different environments (water and n-octanol) by employing the SMD solvation model. For logP calculations, we studied eleven different methodologies to calculate the transfer free energies, the lowest RMSE value was obtained for the M06L/def2-TZVP//M06L/def2-SVP level of theory. On the other hand, we employed an isodesmic reaction scheme within the macro pKa framework; this was based on selecting reference molecules similar to the SAMPL7 challenge molecules. Consequently, highly well correlated pKa values were obtained with the M062X/6-311+G(2df,2p)//M052X/6-31+G(d,p) level of theory.


Assuntos
1-Octanol/química , Entropia , Teoria Quântica , Água/química , Humanos , Modelos Químicos , Estrutura Molecular , Preparações Farmacêuticas/química , Solubilidade , Solventes/química , Sulfonamidas/química , Termodinâmica
13.
Ultrason Sonochem ; 76: 105635, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-34175811

RESUMO

The study consists of a detailed investigation of the degradability of the emerging water contaminant-caffeine by homogeneous and heterogeneous Advanced Oxidation Processes (AOP's), estimation of a synergy index for each hybrid operation thereof, and proposing the most plausible reaction mechanisms that are consistent with the experimental data. It also encompasses evaluation of the effect of the water matrix represented by carbonate species and humic acids, as strong scavengers of hydroxyl radicals. The results showed that single AOP's such as sonolysis (577 kHz) and photolysis with H2O2 provided complete caffeine elimination, but they were insufficient for the mineralization of the compound. Hybrid AOP's were considerably more effective, particularly when operated at a heterogeneous mode using commercial TiO2. The most effective hybrid process was UV-H2O2/TiO2, which provided more than 75% TOC decay at the minimum test doses of the reagent and catalyst. While the addition of ultrasound to the process significantly increased the rate of caffeine decomposition, it reduced the overall degradation of the compound to 64% in terms of TOC decay. The antagonistic effect was attributed to the formation of excess H2O2, and the presence of cavity clouds and/or high density layers that inhibited the transmission of UV light. The effect of natural water ingredients was found to reduce the reaction rates, signifying the major contribution of hydroxyl radicals to the destruction of caffeine. The proposed reaction mechanisms based on OH radical attack and the calculated energy barriers were in good agreement with the experimentally detected reaction byproducts.

14.
J Chem Phys ; 153(22): 224303, 2020 Dec 14.
Artigo em Inglês | MEDLINE | ID: mdl-33317306

RESUMO

Hydrated calcium ion clusters have received considerable attention due to their essential role in biological processes such as bone development, hormone regulation, blood coagulation, and neuronal signaling. To better understand the biological role of the cation, the interactions between the Ca2+ ions and water molecules have been frequently investigated. However, a quantitative measure for the intrinsic Ca-O (ion-solvent) and intermolecular hydrogen bond (solvent-solvent) interactions has been missing so far. Here, we report a topological electron density analysis and a natural population analysis to analyze the nature of these interactions for a set of 14 hydrated calcium clusters via local mode stretching force constants obtained at the ωB97X-D/6-311++G(d,p) level of theory. The results revealed that the strength of inner Ca-O interactions for Ca(H2O)n 2+ (n = 1-8) clusters correlates with the electron density. The application of a second hydration shell to Ca(H2O)n 2+ (n = 6-8) clusters resulted in stronger Ca-O interactions where a larger electron charge transfer between lp(O) of the first hydration shell and the lower valence of Ca prevailed. The strength of the intermolecular hydrogen bonds, formed between the first and second hydration shells, became stronger when the charge transfers between hydrogen bond (HB) donors and HB acceptors were enhanced. From the local mode stretching force constants of implicitly and explicitly solvated Ca2+, we found the six-coordinated cluster to possess the strongest stabilizations, and these results prove that the intrinsic bond strength measures for Ca-O and hydrogen bond interactions form new effective tools to predict the coordination number for the hydrated calcium ion clusters.

15.
J Phys Chem A ; 124(28): 5700-5708, 2020 Jul 16.
Artigo em Inglês | MEDLINE | ID: mdl-32583668

RESUMO

In this study, we investigate the kinetic and thermodynamic aspects of thermal cracking reactions of short paraffin chains by density functional theory (DFT) methods. The thermal cracking reactions have been modeled for a series of shorter unbranched alkanes at 673 K by following a free-radical mechanism. Benchmark calculations have been carried out with different functionals (B3LYP, M06-2X, PBE0, BMK, B3PW91) and basis sets (6-31G(d,p), 6-311+G(d,p)) to determine the most suitable DFT method, and the results were compared to the available experimental data. Computations were also performed at the CBS-QB3 level to evaluate the accuracy of the DFT method. The thermodynamic and kinetic properties of the initiation, hydrogen atom transfer (HAT), and decomposition (ß-scission) reactions are intensely discussed to better understand the trends in product distributions at high temperatures. Evans-Polanyi (EP) relations have been used to build a linear relationship between the enthalpy of reactions and their activation energies; this process may be useful for the determination of the kinetic parameters of longer paraffin chains as well. Finally, the preexponential factors of short-chain paraffin have been calculated and classified based on the identity of the radicalic products. The latter, together with the activation energies derived from the EP relations can be used safely for the prediction of the rate constants for long paraffin chains.

16.
J Phys Chem A ; 124(13): 2580-2590, 2020 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-32149517

RESUMO

The thiol-ene reaction is one of the fundamental reactions in biochemistry and synthetic organic chemistry. In this study, the effect of polar media on the reaction kinetics is taken into account by using the transition state theory; the reactivities of the carbon and sulfur radicals have also been rationalized by using conceptual DFT. The results have shown that the solvents have more impact on hydrogen atom transfer reactions and the chain transfer rate constant, kCT, can be increased by using nonpolar solvents, while propagation reactions are less sensitive to media. Similarly, the kP/kCT ratio can be manipulated by changing the environment in order to obtain tailor-made polymers. Regarding the DFT descriptors, the local and global electrophilicity indices are well correlated with the propagation rate constant kP, whereas the global electrophilicity index is associated with the chain transfer rate constant kCT. Overall, electrophilicity indices can be used with confidence to predict the kinetics of thiol-ene reactions.

17.
Org Biomol Chem ; 18(12): 2233-2241, 2020 03 25.
Artigo em Inglês | MEDLINE | ID: mdl-32022073

RESUMO

Recently, Sarigul and Dogan have synthesized a number of enantiomerically enriched axially chiral atropoisomeric 2-thiohydantoins by the reaction of l-amino acid ester salts and o-aryl isothiocyanates in the presence of triethyl amine (TEA) in dichloromethane. The non-axially chiral derivative 5-methyl-3-phenyl-2-thiohydantoin gave a racemic product whereas the axially chiral 5-methyl-3-o-bromophenyl-2-thiohydantoin was less prone to racemize at C5 of the heterocyclic ring. In this study, we present a computational study (M06-2X/6-311+G(d,p) for C, H, O, N and S; M06-2X/6-311++G(3df,3pd) for Br) in order to propose plausible mechanisms for the racemization and cyclization steps for 2-thiohydantoin derivatives. The study includes rationalization based on steric as well as the electrostatic effects to elucidate the epimerization differences at C5.

18.
J Phys Chem A ; 124(7): 1390-1398, 2020 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-31999922

RESUMO

We have modeled possible photo-oxidative degradation pathways for a set of boron-containing oligothiophenes, which have potential use in organic electronic devices. Photogenerated reactive oxygen species such as hydroxyl radical, hydroperoxyl radical, and singlet and triplet molecular oxygen are taken into account in three main pathways, namely, sulfoxide formation, sequential addition, and stepwise singlet molecular oxygen addition. Density functional theory at the B3LYP level is used to assess the reaction kinetics and thermodynamics. Our findings show that the influence of the number of thiophene rings and the presence of boron is in most cases minor in terms of degradation. The formation of sulfoxide on the thiophene ring is among the easiest degradation pathways if hydroxyl radical is present in the system. The hydroxyl radical attack on the Cß of thiophene ring of BMBE-1T (2,5-bis(E-dimesitylborylethenyl)thiophene) forms the BMBE-1T(C)OH radical adduct which is kinetically and thermodynamically more favorable than the hydroperoxyl radical attack. The stepwise triplet molecular oxygen addition on the BMBE-1T(C)OH radical adduct has a free energy barrier around 19 kcal·mol-1, and it results in thermodynamically stable degradation product via ring cleavage. Stepwise reactions with singlet molecular oxygen have energy barriers of roughly 40 kcal·mol-1. Singlet molecular oxygen attack on the α-carbon of the thiophene ring is kinetically much more favored than the attack on the beta carbon. Our results elucidate the preferred degradation mechanism of the thiophene backbone of the selected photoactive oligomers. Moreover, the findings of this theoretical study clarify the photostability, and hence the potential drawbacks, of the large-scale use of this class of polythiophenes.

19.
J Comput Aided Mol Des ; 34(4): 463-470, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31939104

RESUMO

In this study quantum mechanical methods were used to predict the solvation energies of a series of drug-like molecules both in water and in octanol, in the context of the SAMPL6 n-octanol/water partition coefficient challenge. In pharmaceutical design, n-octanol/water partition coefficient, LogP, describes the drug's hydrophobicity and membrane permeability, thus, a well-established theoretical method that rapidly determines the hydrophobicity of a drug, enables the progress of the drug design. In this study, the solvation free energies were obtained via six different methodologies (B3LYP, M06-2X and ωB97XD functionals with 6-311+G** and 6-31G* basis sets) by taking into account the environment implicitly; the methodology chosen (B3LYP/6-311+G**) was used later to evaluate ΔGsolv by using explicit water as solvent. We optimized each conformer in different solvents separately, our calculations have shown that the stability of the conformers is highly dependent on the solvent environment. We have compared implicitly and explicitly solvated systems, the interaction of one explicit water with drug-molecules at the proper location leads to the prediction of more accurate LogP values.


Assuntos
1-Octanol/química , Solventes/química , Termodinâmica , Água/química , Entropia , Interações Hidrofóbicas e Hidrofílicas , Modelos Químicos , Estrutura Molecular , Teoria Quântica , Solubilidade
20.
Environ Sci Pollut Res Int ; 26(32): 33125-33134, 2019 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-31520381

RESUMO

Advanced oxidation processes (AOPs) using various energy sources and oxidants to produce reactive oxygen species are widely used for the destruction of recalcitrant water contaminants. The current study is about the degradation of two emerging pollutants-salicylic acid (SA) and methyl paraben (MP)-by high-frequency ultrasonication followed by identification of the oxidation byproducts and modeling of the reaction mechanisms using the density functional theory (DFT). The study also encompasses prediction of the aquatic toxicity and potential risk of the identified byproducts to some aquatic organisms bussing the ECOSAR (Ecological Structure Activity Relationships) protocol. It was found that the degradation of both compounds was governed by •OH attack and the pathways consisted of a cascade of reactions. The rate determining steps were decarboxylation (~ 60 kcal mol-1) and bond breakage reactions (~ 80 kcal mol-1), which were triggered by the stability of the reaction byproducts and overcome by the applied reaction conditions. Estimated values of the acute toxicities showed that only few of the byproducts were harmful to aquatic organisms, implying the environmental friendliness of the experimental method.


Assuntos
Radical Hidroxila/química , Modelos Químicos , Parabenos/química , Ácido Salicílico/química , Poluentes Químicos da Água/química , Organismos Aquáticos , Cinética , Oxirredução , Poluentes Químicos da Água/análise
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