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Tavares CA, Santos TMR, Gonçalves MA, da Cunha EFF, Ramalho TC. Enhanced Sampling in Molecular Dynamics Simulations: How Many MD Snapshots can be Needed to Reproduce the Biological Behavior? Mini Rev Med Chem 2024; 24:1063-1069. [PMID: 38258786 DOI: 10.2174/0113895575250433231103063707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 08/01/2023] [Accepted: 09/14/2023] [Indexed: 01/24/2024]
Abstract
Since its early days in the 19th century, medicinal chemistry has concentrated its efforts on the treatment of diseases, using tools from areas such as chemistry, pharmacology, and molecular biology. The understanding of biological mechanisms and signaling pathways is crucial information for the development of potential agents for the treatment of diseases mainly because they are such complex processes. Given the limitations that the experimental approach presents, computational chemistry is a valuable alternative for the study of these systems and their behavior. Thus, classical molecular dynamics, based on Newton's laws, is considered a technique of great accuracy, when appropriated force fields are used, and provides satisfactory contributions to the scientific community. However, as many configurations are generated in a large MD simulation, methods such as Statistical Inefficiency and Optimal Wavelet Signal Compression Algorithm are great tools that can reduce the number of subsequent QM calculations. Accordingly, this review aims to briefly discuss the importance and relevance of medicinal chemistry allied to computational chemistry as well as to present a case study where, through a molecular dynamics simulation of AMPK protein (50 ns) and explicit solvent (TIP3P model), a minimum number of snapshots necessary to describe the oscillation profile of the protein behavior was proposed. For this purpose, the RMSD calculation, together with the sophisticated OWSCA method was used to propose the minimum number of snapshots.
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Affiliation(s)
- Camila A Tavares
- Laboratory of Molecular Modelling, Department of Chemistry, Federal University of Lavras, Lavras - MG, 37200-000, Brazil
| | - Taináh M R Santos
- Laboratory of Molecular Modelling, Department of Chemistry, Federal University of Lavras, Lavras - MG, 37200-000, Brazil
| | - Mateus A Gonçalves
- Laboratory of Molecular Modelling, Department of Chemistry, Federal University of Lavras, Lavras - MG, 37200-000, Brazil
| | - Elaine F F da Cunha
- Laboratory of Molecular Modelling, Department of Chemistry, Federal University of Lavras, Lavras - MG, 37200-000, Brazil
| | - Teodorico C Ramalho
- Laboratory of Molecular Modelling, Department of Chemistry, Federal University of Lavras, Lavras - MG, 37200-000, Brazil
- Department of Chemistry, Faculty of Science, University of Hradec Králové, Hradec Králové, 500 03, Czech Republic
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Exploring EPR Parameters of 187Re Complexes for Designing New MRI Probes: From the Gas Phase to Solution and a Model Protein Environment. J CHEM-NY 2022. [DOI: 10.1155/2022/7056284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Breast cancer is one of the major types of cancer around the world, and early diagnosis is essential for successful treatment. New contrast agents (CAs), with reduced toxicology, are needed to improve diagnosis. One of the most promising Magnetic Resonance Imaging (MRI) CA is based on rhenium conjugated with a benzothiazole derivate (ReABT). In this sense, DFT has been used to evaluate the best methodology for calculating the hyperfine coupling constant (Aiso) of ReABT. Then, a thermodynamic analysis was performed to confirm the stability of the complex. Furthermore, a docking study of ReABT at the enzyme PI3K active site and Aiso calculations of ReABT in the enzyme environment were carried out. The best methodology for the Aiso calculation of ReABT was using the M06L functional, SARC-ZORA-TZVP (for Re) and TZVP (for all other atoms) basis set, relativistic Hamiltonian, and the CPCM solvation model with water as the solvent which confirm that the relativistic effects are important for calculating the Aiso values. In addition, thermodynamic analysis indicates that ReABT presents a higher stability and a lower toxicity than Gd-based CAs. The docking studies point out that ReABT interacts with amino acids residues of alanine, aspartate, and lysine from the PI3K active site. Considering the enzyme environment, Aiso values decrease significantly. These findings indicate that the CA candidate ReABT could be a good candidate for a new contrast agent.
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Exploring 129Xe NMR parameters for structural investigation of biomolecules: relativistic, solvent, and thermal effects. J Mol Model 2022; 28:372. [DOI: 10.1007/s00894-022-05365-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 10/24/2022] [Indexed: 11/11/2022]
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Investigating an efficient and accurate protocol for sampling structures from molecular dynamics simulations: a close look by different wavelet families. Theor Chem Acc 2021. [DOI: 10.1007/s00214-021-02816-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Gonçalves MA, Pereira B, Tavares C, Martins T, Cunha E, Ramalho T. Value of contrast-enhanced Magnetic Resonance Imaging (MRI) in the diagnosis of breast cancer. Mini Rev Med Chem 2021; 22:865-872. [PMID: 34355681 DOI: 10.2174/1389557521666210521113155] [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: 09/30/2020] [Revised: 01/24/2021] [Accepted: 02/15/2021] [Indexed: 11/22/2022]
Abstract
This review article aims to address the main features of breast cancer. Thus, the general aspects of this disease have been shown since the first evidence of breast cancer in the world until the numbers today. In this way, there are some ways to prevent breast cancer, such as the woman's lifestyle (healthy eating habits and physical activities) that helps to reduce the incidence of this anomaly. The first noticeable symptom of this anomaly is typically a lump that feels different from the rest of the breast tissue. More than 80% of breast cancer are discovered when the woman feels a lump being present and about 90% of the cases, the cancer is noticed by the woman herself. Currently, the most used method for the detection of cancer and other injuries is the Magnetic Resonance Imaging (MRI) technique. This technique has been shown to be very effective, however, for a better visualization of the images, contrast agents (CAs) are used, which are paramagnetic compounds capable of increasing the relaxation of the hydrogen atoms of the water molecules present in the body tissues. The most used CAs are Gd3+ complexes, although they are very efficient, they are toxic to the organism. Thus, new contrast agents have been studied to replace Gd3+ complexes, we can mention iron oxides as a promising substitute.
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Affiliation(s)
- Mateus Aquino Gonçalves
- Department of Chemistry, Federal University of Lavras ,P.O. Box 3037, Lavras, MG 37200-000, Brazil
| | - Bruna Pereira
- Department of Chemistry, Federal University of Lavras ,P.O. Box 3037, Lavras, MG 37200-000, Brazil
| | - Camila Tavares
- Department of Chemistry, Federal University of Lavras ,P.O. Box 3037, Lavras, MG 37200-000, Brazil
| | - Taináh Martins
- Department of Chemistry, Federal University of Lavras ,P.O. Box 3037, Lavras, MG 37200-000, Brazil
| | - Elaine Cunha
- Department of Chemistry, Federal University of Lavras ,P.O. Box 3037, Lavras, MG 37200-000, Brazil
| | - Teodorico Ramalho
- Department of Chemistry, Federal University of Lavras ,P.O. Box 3037, Lavras, MG 37200-000, Brazil
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Hybrid Materials Based on Magnetic Iron Oxides with Benzothiazole Derivatives: A Plausible Potential Spectroscopy Probe. Int J Mol Sci 2021; 22:ijms22083980. [PMID: 33921510 PMCID: PMC8070218 DOI: 10.3390/ijms22083980] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 03/27/2021] [Accepted: 04/07/2021] [Indexed: 11/17/2022] Open
Abstract
Rare diseases affect a small part of the population, and the most affected are children. Because of the low availability of patients for testing, the pharmaceutical industry cannot develop drugs for the diagnosis of many of these orphan diseases. In this sense, the use of benzothiazole compounds that are highly selective and can act as spectroscopy probes, especially the compound 2-(4'-aminophenyl)benzothiazole (ABT), has been highlighted. This article reports the design of potential contrast agents based on ABT and iron to develop a new material with an efficient mechanism to raise the relaxation rate, facilitating diagnosis. The ABT/δ-FeOOH hybrid material was prepared by grafting (N-(4'-aminophenyl) benzothiazole-2-bromoacetamide) on the surface of the iron oxyhydroxide particles. FTIR spectra confirmed the material formations of the hybrid material ABT/δ-FeOOH. SEM analysis checked the covering of nanoflakes' surfaces in relation to the morphology of the samples. The theoretical calculations test a better binding mode of compound with iron oxyhydroxide. Theoretical findings show the radical capture mechanism in the stabilization of this new material. In this context, Fe3+ ions are an electron acceptor from the organic phase.
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Value of NMR relaxation parameters of diamagnetic molecules for quantum information processing: optimizing the coherent phase. Theor Chem Acc 2021. [DOI: 10.1007/s00214-020-02706-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Mashayekh K, Sharifi S, Damghani T, Elyasi M, Avestan MS, Pirhadi S. Clustering and Sampling of the c-Met Conformational Space: A Computational Drug Discovery Study. Comb Chem High Throughput Screen 2019; 22:635-648. [PMID: 31696808 DOI: 10.2174/1386207322666191024103902] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 10/08/2019] [Accepted: 10/16/2019] [Indexed: 12/22/2022]
Abstract
BACKGROUND c-Met kinase plays a critical role in a myriad of human cancers, and a massive scientific work was devoted to design more potent inhibitors. OBJECTIVE In this study, 16 molecular dynamics simulations of different complexes of potent c-Met inhibitors with U-shaped binding mode were carried out regarding the dynamic ensembles to design novel potent inhibitors. METHODS A cluster analysis was performed, and the most representative frame of each complex was subjected to the structure-based pharmacophore screening. The GOLD docking program investigated the interaction energy and pattern of output hits from the virtual screening. The most promising hits with the highest scoring values that showed critical interactions with c-Met were presented for ADME/Tox analysis. RESULTS The screening yielded 45,324 hits that all of them were subjected to the docking studies and 10 of them with the highest-scoring values having diverse structures were presented for ADME/Tox analyses. CONCLUSION The results indicated that all the hits shared critical Pi-Pi stacked and hydrogen bond interactions with Tyr1230 and Met1160 respectively.
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Affiliation(s)
- Korosh Mashayekh
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Shahrzad Sharifi
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Tahereh Damghani
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.,School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Maryam Elyasi
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohammad S Avestan
- Department of Chemistry, University of Cincinnati, Cincinnati, OH 45221, United States
| | - Somayeh Pirhadi
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
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Song T, Li J. New Insights into the Binding Mechanism of Co-regulator BUD31 to AR AF2 Site: Structural Determination and Analysis of the Mutation Effect. Curr Comput Aided Drug Des 2019; 16:45-53. [PMID: 31057123 PMCID: PMC6967182 DOI: 10.2174/1573409915666190502153307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 03/19/2019] [Accepted: 04/18/2019] [Indexed: 12/01/2022]
Abstract
Introduction Androgen Receptor (AR) plays a pivotal role in the development of male sex and contributes to prostate cancer growth. Different from other nuclear receptors that bind to the co-regulator LxxLL motif in coregulator peptide interaction, the AR Ligand Binding Domain (LBD) prefers to bind to the FxxLF motif. BUD31, a novel co-regulator with FxxLF motif, has been demonstrated to suppress wild-type and mutated AR-mediated prostate cancer growth. Methods To find out the interaction mechanisms of BUD31 with WT/T877A/W741L AR complex, molecular dynamics simulations were employed to study the complex BUD31 and WT/mutant ARs. The molecular mechanics Poisson-Boltzmann surface area (MM-PBSA) results demonstrated that T877A and W741L point mutations can reduce the binding affinity between BUD31 and AR. The RMSF and dynamic cross-correlation analysis indicated that amino acid point mutations can affect the motions of loop residues in the AR structure. Results These results indicated that AR co-regulator binding site AF2 can serve as a target for drug discovery to solve the resistance problem.
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Affiliation(s)
- Tianqing Song
- School of Pharmacy, Lanzhou University, 199 West Donggang Rd., 730000 Lanzhou, China
| | - Jiazhong Li
- School of Pharmacy, Lanzhou University, 199 West Donggang Rd., 730000 Lanzhou, China
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Dong B, Ju Y, Huang X, Li W, Ali Z, Yin H, Sheng F, Hou Y. A general strategy for facile synthesis of ultrathin transition metal hydroxide nanosheets. NANOSCALE 2019; 11:5141-5144. [PMID: 30620018 DOI: 10.1039/c8nr09492f] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
A general strategy to produce 2D transition metal hydroxide nanosheets is proposed here. This 'green chemistry' approach requires less equipment, includes simple operation steps and costs little. FeOOH, Co(OH)2, Ni(OH)2, Fe-Mn hydroxide, Co-Zn hydroxide and Ni-Zn hydroxide nanosheets were successfully synthesized through a mechanism of preferentially oriented growth. The produced nanosheets are ultrathin and possess large specific surface area. The representative unmodified FeOOH nanosheets exhibit potential performance for application as a positive contrast agent.
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Affiliation(s)
- Bing Dong
- Beijing Key Laboratory for Magnetoelectric Materials and Devices (BKLMMD), Beijing Innovation Center for Engineering Science and Advanced Technology (BIC-ESAT), College of Engineering, Peking University, Beijing 100871, China.
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Khatab TK, Abdelghany AM, Soliman HA. V
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based quadruple nano‐perovskite as a new catalyst for the synthesis of bis and tetrakis heterocyclic compounds. Appl Organomet Chem 2019. [DOI: 10.1002/aoc.4783] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Tamer K. Khatab
- Organometallic and Organometalloid Chemistry DepartmentNational Research Centre 33 El‐Behouth St., Dokki 12622 Cairo Egypt
| | - Amr Mohamed Abdelghany
- Spectroscopy Department, Physics DivisionNational Research Centre 33 El‐Behouth St., Dokki 12622 Cairo Egypt
- Basic Science DepartmentHorus University, International Coastal Road New Damietta, Kafr Saad Damietta Governorate Egypt
| | - Hanan A. Soliman
- Photochemistry DepartmentNational Research Centre 33 El‐Behouth St., Dokki 12622 Cairo Egypt
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DFT and canonical ensemble investigations of gasoline additives at the gas phase: ETBE, MTBE, DIPE, ethanol and methanol. Theor Chem Acc 2018. [DOI: 10.1007/s00214-018-2319-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Shiri F, Pirhadi S, Ghasemi JB. Dynamic structure based pharmacophore modeling of the Acetylcholinesterase reveals several potential inhibitors. J Biomol Struct Dyn 2018; 37:1800-1812. [PMID: 29695192 DOI: 10.1080/07391102.2018.1468281] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Acetylcholinesterase is a critical enzyme that regulates neurotransmission by catalyzing the breakdown of neurotransmitter acetylcholine in synapses of the nervous system. It is an important target for therapeutic drugs that treat Alzheimer's disease. Since, the degree of flexibility of the side chains of the residues in the active-site gorge of Acetylcholinesterase is diverse it results in different bound ligand conformations. The side-chain conformations of Ser293, Tyr341, Leu76, and Val73 are flexible, while the side-chain conformations of Tyr72, Tyr 124, Ser125, Phe295, and Arg296 appear to be fixed. In this study, multi-conformation dynamic pharmacophore models from the donepezyl-binding pocket based on highly populated structures chosen from molecular dynamics simulations were used for screening compounds that can properly bind acetylcholinesterase. Based on these structures, three pharmacophore models were generated. Consequently, 14 hits were retrieved as final candidates by utilizing virtual screening of ZINC database and molecular docking.
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Affiliation(s)
- Fereshteh Shiri
- a Department of Chemistry , University of Zabol , Zabol , Iran
| | - Somayeh Pirhadi
- b Medicinal and Natural Products Chemistry Research Center , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Jahan B Ghasemi
- c School of Chemistry , University College of Science, University of Tehran , Tehran , Iran
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