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Freitas de Sousa FJ, Nunes Azevedo FF, Santos de Oliveira FL, Vieira Carletti J, Freire VN, Zanatta G. Quantum biochemistry description of PI3Kα enzyme bound to selective inhibitors. J Biomol Struct Dyn 2023:1-11. [PMID: 37632299 DOI: 10.1080/07391102.2023.2251063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Accepted: 08/17/2023] [Indexed: 08/27/2023]
Abstract
The PI3K class I is composed of four PI3K isoforms that serve as regulatory enzymes governing cellular metabolism, proliferation, and survival. The hyperactivation of PI3Kα is observed in various types of cancer and is linked to poor prognosis. Unfortunately, the development inhibitors selectively targeting one of the isoforms remains challenging, with only few agents in clinical use. The main difficulty arises from the high conservation among residues at the ATP-binding pocket across isoforms, which also serves as target pocket for inhibitors. In this work, molecular dynamics and quantum calculations were performed to investigate the molecular features guiding the binding of selective inhibitors, alpelisib and GDC-0326, into the ATP-binding pocket of PI3Kα. While molecular dynamics allowed crystallographic coordinates to relax, the interaction eergy between each amino acid residues and inhibitors was obtained by combining the Molecular Fractionation with Conjugated Caps scheme with Density Functional Theory calculations. In addition, the atomic charge of ligands in the bound and unbound (free) was calculated. Results indicated that the most relevant residues for the binding of alpelisib are Ile932, Glu859, Val851, Val850, Tyr836, Met922, Ile800, and Ile848, while the most important residues for the binding of GDC-0326 are Ile848, Ile800, Ile932, Gln859, Glu849, and Met922. In addition, residues Trp780, Ile800, Tyr836, Ile848, Gln859 Val850, Val851, Ile932 and Met922 are common hotspots for both inhibitors. Overall, the results from this work contribute to improving the understanding of the molecular mechanisms controlling selectivity and highlight important interactions to be considered during the rational design of new agents.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
| | | | | | | | | | - Geancarlo Zanatta
- Department of Biochemistry and Molecular Biology, Federal University of Ceará, Fortaleza, Brazil
- Department of Biophysics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
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2
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Bezerra EM, de Alvarenga ÉC, dos Santos RP, de Sousa JS, Fulco UL, Freire VN, Albuquerque EL, da Costa RF. Losartan as an ACE inhibitor: a description of the mechanism of action through quantum biochemistry. RSC Adv 2022; 12:28395-28404. [PMID: 36320533 PMCID: PMC9533318 DOI: 10.1039/d2ra04340h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 09/20/2022] [Indexed: 12/02/2022] Open
Abstract
Losartan (LST) is a potent and selective angiotensin II (Ang II) type 1 (AT1) receptor antagonist widely used in the treatment of hypertension. The formation of Ang II is catalyzed by the angiotensin I-converting enzyme (ACE) through proteolytic cleavage of angiotensin I (Ang I), which is involved in the control of blood pressure. Despite the vast literature on the relationship of losartan with the renin-angiotensin system (RAS), the actions of losartan on the sACE enzyme are so far poorly understood. In view of this, we investigated how losartan can interact with the sACE enzyme to block its activity and intracellular signaling. After performing docking assays following quantum biochemistry calculations using losartan and sACE crystallographic data, we report that their interaction results reveal a new mechanism of action with important implications for understanding its effects on hypertension.
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Affiliation(s)
- Eveline M. Bezerra
- Programa de Pós-Graduação em Ciência e Engenharia de Materiais (PPgCEM), Universidade Federal Rural do Semi-Árido (UFERSA)CEP 59625-900MossoróRNBrazil,Departamento de Física, Universidade Federal do Ceará (UFC)CEP 60440-900FortalezaCEBrazil
| | - Érika C. de Alvarenga
- Departamento de Ciências Naturais, Universidade Federal de São João del-Rei (UFSJ)CEP 36307-352São João del-ReiMGBrazil
| | - Ricardo P. dos Santos
- Engenharia da Computação, Universidade Federal do Ceará (UFC)CEP 62010-560SobralCEBrazil
| | - Jeanlex S. de Sousa
- Departamento de Física, Universidade Federal do Ceará (UFC)CEP 60440-900FortalezaCEBrazil
| | - Umberto L. Fulco
- Departamento de Biofísica e Farmacologia, Universidade Federal do Rio Grande do Norte (UFRN)CEP 59064-741NatalRNBrazil
| | - Valder N. Freire
- Departamento de Física, Universidade Federal do Ceará (UFC)CEP 60440-900FortalezaCEBrazil
| | - Eudenilson L. Albuquerque
- Departamento de Biofísica e Farmacologia, Universidade Federal do Rio Grande do Norte (UFRN)CEP 59064-741NatalRNBrazil
| | - Roner F. da Costa
- Programa de Pós-Graduação em Ciência e Engenharia de Materiais (PPgCEM), Universidade Federal Rural do Semi-Árido (UFERSA)CEP 59625-900MossoróRNBrazil
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França VLB, Amaral JL, Martins YA, Caetano EWS, Brunaldi K, Freire VN. Characterization of the binding interaction between atrazine and human serum albumin: Fluorescence spectroscopy, molecular dynamics and quantum biochemistry. Chem Biol Interact 2022; 366:110130. [PMID: 36037875 DOI: 10.1016/j.cbi.2022.110130] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 08/18/2022] [Accepted: 08/20/2022] [Indexed: 11/03/2022]
Abstract
Atrazine (ATR), one of the most used herbicides worldwide, causes persistent contamination of water and soil due to its high resistance to degradation. ATR is associated with low fertility and increased risk of prostate cancer in humans, as well as birth defects, low birth weight and premature delivery. Describing ATR binding to human serum albumin (HSA) is clinically relevant to future studies about pharmacokinetics, pharmacodynamics and toxicity of ATR, as albumin is the most abundant carrier protein in plasma and binds important small biological molecules. In this work we characterize, for the first time, the binding of ATR to HSA by using fluorescence spectroscopy and performing simulations using molecular docking, classical molecular dynamics and quantum biochemistry based on density functional theory (DFT). We determine the most likely binding sites of ATR to HSA, highlighting the fatty acid binding site FA8 (located between subdomains IA-IB-IIA and IIB-IIIA-IIIB) as the most important one, and evaluate each nearby amino acid residue contribution to the binding interactions explaining the fluorescence quenching due to ATR complexation with HSA. The stabilization of the ATR/FA8 complex was also aided by the interaction between the atrazine ring and SER454 (hydrogen bond) and LEU481(alkyl interaction).
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Affiliation(s)
- Victor L B França
- Departament of Physics, Federal University of Ceará, Fortaleza, 60440-900, Brazil
| | - Jackson L Amaral
- Departament of Physics, Federal University of Ceará, Fortaleza, 60440-900, Brazil
| | - Yandara A Martins
- Departament of Physiology and Biophysics, Institute of Biomedical Sciences, University of São Paulo, São Paulo, 05508-000, Brazil
| | - Ewerton W S Caetano
- Federal Institute of Education, Science and Technology of Ceará, Fortaleza, 60040-531, Brazil
| | - Kellen Brunaldi
- Departament of Physiological Sciences, State University of Maringá, Maringá, 87020-900, Brazil.
| | - Valder N Freire
- Departament of Physics, Federal University of Ceará, Fortaleza, 60440-900, Brazil.
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Kecel-Gunduz S, Budama-Kilinc Y, Cakir-Koc R, Zorlu T, Bicak B, Kokcu Y, Kaya Z, Ozel AE, Akyuz S. In silico Analysis of Sulpiride, Synthesis, Characterization and In vitro Studies of its Nanoparticle for the Treatment of Schizophrenia. Curr Comput Aided Drug Des 2020; 16:104-121. [PMID: 31244443 DOI: 10.2174/1573409915666190627125643] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 04/01/2019] [Accepted: 05/18/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND Sulpiride, which has selective dopaminergic blocking activity, is a substituted benzamide antipsychotic drug playing a prominent role in the treatment of schizophrenia, which more selective and primarily blocks dopamine D2 and D3 receptor. OBJECTIVE This study has two main objectives, firstly; the molecular modeling studies (MD and Docking, ADME) were conducted to define the molecular profile of sulpiride and sulpiridereceptor interactions, another to synthesize polymeric nanoparticles with chitosan, having the advantage of slow/controlled drug release, to improve drug solubility and stability, to enhance utility and reduce toxicity. METHODS Molecular dynamic simulation was carried out to determine the conformational change and stability (in water) of the drug and the binding profile of D3 dopamine receptor was determined by molecular docking calculations. The pharmacological properties of the drug were revealed by ADME analysis. The ionic gelation method was used to prepare sulpiride loaded chitosan nanoparticles (CS NPs). The Dynamic Light Scattering (DLS), UV-vis absorption (UV), Scanning Electron Microscopy (SEM), Fourier transform infrared (FT-IR) spectroscopy techniques were carried out to characterize the nanoparticles. In vitro cell cytotoxicity experiments examined with MTT assay on mouse fibroblast (L929), human neuroblastoma (SH-SY5Y) and glioblastoma cells (U-87). The statistical evaluations were produced by ANOVA. RESULTS The residues (ASP-119, PHE-417) of D3 receptor provided a stable docking with the drug, and the important pharmacological values (blood brain barrier, Caco-2 permeability and human oral absorption) were also determined. The average particle size, PdI and zeta potential value of sulpiride- loaded chitosan NPs having a spherical morphology were calculated as 96.93 nm, 0.202 and +7.91 mV. The NPs with 92.8% encapsulation and 28% loading efficiency were found as a slow release profile with 38.49% at the end of the 10th day. Due to the formation of encapsulation, the prominent shifted wave numbers for C-O, S-O, S-N stretching, S-N-H bending of Sulpiride were also identified. Mitochondrial activity of U87, SHSY-5Y and L929 cell line were assayed and evaluated using the SPSS program. CONCLUSION To provide more efficient use of Sulpiride having a low bioavailability of the gastrointestinal tract, the nanoparticle formulation with high solubility and bioavailability was designed and synthesized for the first time in this study for the treatment of schizophrenia. In addition to all pharmacological properties of drug, the dopamine blocking activity was also revealed. The toxic effect on different cell lines have also been interpreted.
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Affiliation(s)
- Serda Kecel-Gunduz
- Department of Physics, Faculty of Science, University of Istanbul, 34134 Istanbul, Turkey
| | - Yasemin Budama-Kilinc
- Department of Bioengineering, Faculty of Chemical and Metallurgical Engineering, Yildiz Technical University, 34220, Istanbul, Turkey
| | - Rabia Cakir-Koc
- Department of Bioengineering, Faculty of Chemical and Metallurgical Engineering, Yildiz Technical University, 34220, Istanbul, Turkey
| | - Tolga Zorlu
- Graduate School of Natural and Applied Science, Yildiz Technical University, 34220, Istanbul, Turkey.,Department of Physical Chemistry, Biomedical Research Center (CINBIO), Universidade de Vigo, 36310 Vigo, Spain
| | - Bilge Bicak
- Department of Physics, Faculty of Science, University of Istanbul, 34134 Istanbul, Turkey.,Institute of Graduate Studies in Sciences, University of Istanbul, 34452, Istanbul, Turkey
| | - Yagmur Kokcu
- Institute of Graduate Studies in Sciences, University of Istanbul, 34452, Istanbul, Turkey
| | - Zeynep Kaya
- Graduate School of Natural and Applied Science, Yildiz Technical University, 34220, Istanbul, Turkey
| | - Aysen E Ozel
- Department of Physics, Faculty of Science, University of Istanbul, 34134 Istanbul, Turkey
| | - Sevim Akyuz
- Department of Physics, Science and Letters Faculty, Istanbul Kultur University, Atakoy Campus, Bakirkoy 34156, Istanbul, Turkey
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Ribaudo G, Bortoli M, Pavan C, Zagotto G, Orian L. Antioxidant Potential of Psychotropic Drugs: From Clinical Evidence to In Vitro and In Vivo Assessment and toward a New Challenge for in Silico Molecular Design. Antioxidants (Basel) 2020; 9:E714. [PMID: 32781750 PMCID: PMC7465375 DOI: 10.3390/antiox9080714] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 08/02/2020] [Accepted: 08/04/2020] [Indexed: 12/13/2022] Open
Abstract
Due to high oxygen consumption, the brain is particularly vulnerable to oxidative stress, which is considered an important element in the etiopathogenesis of several mental disorders, including schizophrenia, depression and dependencies. Despite the fact that it is not established yet whether oxidative stress is a cause or a consequence of clinic manifestations, the intake of antioxidant supplements in combination with the psychotropic therapy constitutes a valuable solution in patients' treatment. Anyway, some drugs possess antioxidant capacity themselves and this aspect is discussed in this review, focusing on antipsychotics and antidepressants. In the context of a collection of clinical observations, in vitro and in vivo results are critically reported, often highlighting controversial aspects. Finally, a new challenge is discussed, i.e., the possibility of assessing in silico the antioxidant potential of these drugs, exploiting computational chemistry methodologies and machine learning. Despite the physiological environment being incredibly complex and the detection of meaningful oxidative stress biomarkers being all but an easy task, a rigorous and systematic analysis of the structural and reactivity properties of antioxidant drugs seems to be a promising route to better interpret therapeutic outcomes and provide elements for the rational design of novel drugs.
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Affiliation(s)
- Giovanni Ribaudo
- Dipartimento di Medicina Molecolare e Traslazionale, Università degli Studi di Brescia, Viale Europa 11, 25123 Brescia, Italy;
| | - Marco Bortoli
- Dipartimento di Scienze Chimiche, Università degli Studi di Padova, Via Marzolo 1, 35131 Padova, Italy;
| | - Chiara Pavan
- Dipartimento di Medicina, Università degli Studi di Padova, Via Giustiniani 2, 35128 Padova, Italy;
| | - Giuseppe Zagotto
- Dipartimento di Scienze del Farmaco, Università degli Studi di Padova, Via Marzolo 5, 35131 Padova, Italy;
| | - Laura Orian
- Dipartimento di Scienze Chimiche, Università degli Studi di Padova, Via Marzolo 1, 35131 Padova, Italy;
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Santos de Oliveira FL, Vieira Carletti J, Azevedo FFN, Freitas de Sousa FJ, Caetano EWS, Freire VN, Zanatta G. mTOR–mLST8 interaction: hot spot identification through quantum biochemistry calculations. NEW J CHEM 2020. [DOI: 10.1039/d0nj04099a] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Quantum calculation of mTOR–mLST8 interaction.
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Affiliation(s)
| | | | | | | | | | | | - Geancarlo Zanatta
- Department of Physics at Federal University of Ceará
- 60455-760 Fortaleza
- Brazil
- Postgraduate Research Program in Biochemistry at Federal University of Ceará
- Fortaleza
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7
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Abstract
After the identification of the influence of serotonergic receptors in ameliorating the negative symptoms associated with schizophrenia, atypical antipsychotics were developed by incorporating dopamine and serotonin antagonism. Risperidone, sold under the trade name Risperdal, was the second atypical antipsychotic developed following clozapine but quickly became a first-line treatment for acute and chronic schizophrenia because of its preferential side effect profile. Despite initial Food and Drug Administration approval 25 years ago, risperidone continues to be a fundamental treatment for schizophrenia, bipolar I disorder, and autism-related irritability. It is on the World Health Organization's List of Essential Medicines for its balance of efficacy, safety, tolerability, and cost-effectiveness. In this review, we highlight the history and importance of risperidone as an atypical antipsychotic, in addition to its chemical synthesis, manufacturing, drug metabolism and pharmacokinetics, pharmacology, structure-activity relationship, indications, and adverse effects.
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Affiliation(s)
- Trevor C. Chopko
- Vanderbilt Center for Neuroscience Drug Discovery, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, United States
| | - Craig W. Lindsley
- Vanderbilt Center for Neuroscience Drug Discovery, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, United States
- Department of Pharmacology, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, United States
- Department of Chemistry, Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
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8
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Chen SC, Li N, Tian F, Chai NN, He MY, Chen Q. Mild direct amination of benzoxazoles using interpenetrating Cobalt(II)-based metal-organic framework as an efficient heterogeneous catalyst. MOLECULAR CATALYSIS 2018. [DOI: 10.1016/j.mcat.2018.03.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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9
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Solis-Calero C, Zanatta G, Pessoa CDÓ, Carvalho HF, Freire VN. Explaining urokinase type plasminogen activator inhibition by amino-5-hydroxybenzimidazole and two naphthamidine-based compounds through quantum biochemistry. Phys Chem Chem Phys 2018; 20:22818-22830. [DOI: 10.1039/c8cp04315a] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Urokinase plasminogen activator (uPA) is a biomarker and therapeutic target for several cancer types whose inhibition has been shown to slow tumor growth and metastasis.
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Affiliation(s)
- Christian Solis-Calero
- Department of Structural and Functional Biology
- State University of Campinas
- 13083-863 Campinas
- Brazil
| | - Geancarlo Zanatta
- Department of Physics
- Federal University of Ceará
- 60455-760 Fortaleza
- Brazil
| | - Claudia do Ó Pessoa
- Department of Physiology and Pharmacology
- Federal University of Ceará
- 60430-270 Fortaleza
- Brazil
| | - Hernandes F. Carvalho
- Department of Structural and Functional Biology
- State University of Campinas
- 13083-863 Campinas
- Brazil
| | - Valder N. Freire
- Department of Physics
- Federal University of Ceará
- 60455-760 Fortaleza
- Brazil
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10
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Lima Neto JX, Soares-Rachetti VP, Albuquerque EL, Manzoni V, Fulco UL. Outlining migrainous through dihydroergotamine–serotonin receptor interactions using quantum biochemistry. NEW J CHEM 2018. [DOI: 10.1039/c7nj03645k] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We present the electronic structure of the complex dihydroergotamine–serotonin receptor to unveil new medications to treat migraine and related diseases.
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Affiliation(s)
- José X. Lima Neto
- Departamento de Biofísica e Farmacologia
- Universidade Federal do Rio Grande do Norte
- Natal-RN
- Brazil
| | | | | | - Vinicius Manzoni
- Instituto de Física
- Universidade Federal de Alagoas
- Maceio-AL
- Brazil
| | - Umberto L. Fulco
- Departamento de Biofísica e Farmacologia
- Universidade Federal do Rio Grande do Norte
- Natal-RN
- Brazil
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11
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Wittmann HJ, Strasser A. Competitive association binding kinetic assays: a new tool to detect two different binding orientations of a ligand to its target protein under distinct conditions? Naunyn Schmiedebergs Arch Pharmacol 2017; 390:595-612. [DOI: 10.1007/s00210-017-1362-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Accepted: 02/10/2017] [Indexed: 01/24/2023]
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12
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Martins ACV, de-Lima-Neto P, Caetano EWS, Freire VN. An improved quantum biochemistry description of the glutamate–GluA2 receptor binding within an inhomogeneous dielectric function framework. NEW J CHEM 2017. [DOI: 10.1039/c6nj03939a] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
A new methodology to define the inhomogeneous dielectric constant of protein residues, to apply to the calculation of protein–ligand properties such as the electrostatic interaction.
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Affiliation(s)
- A. C. V. Martins
- Department of Analytical Chemistry and Physical-Chemistry
- Federal University of Ceara
- 60455-760 Fortaleza
- Brazil
| | - P. de-Lima-Neto
- Department of Analytical Chemistry and Physical-Chemistry
- Federal University of Ceara
- 60455-760 Fortaleza
- Brazil
| | - E. W. S. Caetano
- Federal Institute of Education
- Science and Technology of Ceara
- 60040-531 Fortaleza
- Brazil
| | - V. N. Freire
- Department of Physics
- Federal University of Ceara
- 60455-760 Fortaleza
- Brazil
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