1
|
Ibrahim MAA, Hassan AMA, Mohamed EAR, Mekhemer GAH, Sidhom PA, El-Tayeb MA, Khan S, Shoeib T, Soliman MES, Abdelrahman AHM. Repurposing of drug candidates against Epstein-Barr virus: Virtual screening, docking computations, molecular dynamics, and quantum mechanical study. PLoS One 2024; 19:e0312100. [PMID: 39546470 PMCID: PMC11567563 DOI: 10.1371/journal.pone.0312100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Accepted: 10/01/2024] [Indexed: 11/17/2024] Open
Abstract
Epstein-Barr virus (EBV) was the first tumor virus identified in humans, and it is mostly linked to lymphomas and cancers of epithelial cells. Nevertheless, there is no FDA-licensed drug feasible for this ubiquitous EBV viral contagion. EBNA1 (Epstein-Barr nuclear antigen 1) plays several roles in the replication and transcriptional of latent gene expression of the EBV, making it an attractive druggable target for the treatment of EBV-related malignancies. The present study targets EBV viral reactivation and upkeep by inhibiting EBNA1 utilizing a drug-repurposing strategy. To hunt novel EBNA1 inhibitors, a SuperDRUG2 database (> 4,600 pharmaceutical ingredients) was virtually screened utilizing docking computations. In accordance with the estimated docking scores, the most promising drug candidates then underwent MDS (molecular dynamics simulations). Besides, the MM-GBSA approach was applied to estimate the binding affinities between the identified drug candidates and EBNA1. On the basis of MM-GBSA//200 ns MDS, bezitramide (SD000308), glyburide (SD001170), glisentide (SD001159), and glimepiride (SD001156) unveiled greater binding affinities towards EBNA1 compared to KWG, a reference inhibitor, with ΔGbinding values of -44.3, -44.0, -41.7, -40.2, and -32.4 kcal/mol, respectively. Per-residue decomposition analysis demonstrated that LYS477, ASN519, and LYS586 significantly interacted with the identified drug candidates within the EBNA1 binding pocket. Post-dynamic analyses also demonstrated high constancy of the identified drug candidates in complex with EBNA1 throughout 200 ns MDS. Ultimately, electrostatic potential and frontier molecular orbitals analyses were performed to estimate the chemical reactivity of the identified EBNA1 inhibitors. Considering the current outcomes, this study would be an adequate linchpin for forthcoming research associated with the inhibition of EBNA1; however, experimental assays are required to inspect the efficiency of these candidates.
Collapse
Affiliation(s)
- Mahmoud A. A. Ibrahim
- Computational Chemistry Laboratory, Chemistry Department, Faculty of Science, Minia University, Minia, Egypt
- School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
| | - Alaa M. A. Hassan
- Computational Chemistry Laboratory, Chemistry Department, Faculty of Science, Minia University, Minia, Egypt
| | - Eslam A. R. Mohamed
- Computational Chemistry Laboratory, Chemistry Department, Faculty of Science, Minia University, Minia, Egypt
| | - Gamal A. H. Mekhemer
- Computational Chemistry Laboratory, Chemistry Department, Faculty of Science, Minia University, Minia, Egypt
| | - Peter A. Sidhom
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Tanta University, Tanta, Egypt
| | - Mohamed A. El-Tayeb
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Shahzeb Khan
- Centre for Pharmaceutical Engineering Science, Faculty of Life Science, School of Pharmacy and Medical Sciences, University of Bradford, Bradford, United Kingdom
| | - Tamer Shoeib
- Department of Chemistry, The American University in Cairo, New Cairo, Egypt
| | - Mahmoud E. S. Soliman
- Molecular Bio-Computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
| | - Alaa H. M. Abdelrahman
- Computational Chemistry Laboratory, Chemistry Department, Faculty of Science, Minia University, Minia, Egypt
| |
Collapse
|
2
|
Serdaroğlu G, Uludag N, Üstün E. An efficient new method of ytterbium(III) triflate catalysis approach to the synthesis of substituted pyrroles: DFT, ADMET, and molecular docking investigations. Comput Biol Chem 2023; 106:107930. [PMID: 37542846 DOI: 10.1016/j.compbiolchem.2023.107930] [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: 06/12/2023] [Revised: 07/14/2023] [Accepted: 07/15/2023] [Indexed: 08/07/2023]
Abstract
In this study, the one-pot synthetic methodology for the preparation of substituted pyrroles with diethyl acetylene-dicarboxylate is reported for the various pyrrole derivatives via the Trifimow synthesis process from oximes. This method also offers the literature as a cyclization pathway using a ytterbium triflate catalyst. Another importance of this study is the use of pyrrole derivatives in pharmaceuticals, biological processes, and agrochemicals. From this point of view, the development of a new catalyst in synthetic organic chemistry and the difference in the method is also important. The syntheses of the target substituted pyrroles are accomplished in high yields. Also, all synthesized structures were confirmed by 1H NMR, 13C NMR, and IR spectra. The DFT computations were leveraged for structural and spectroscopic validation of the compounds. Then, FMO and NBO analyses were subsequently employed to elucidate the reactivity characteristics and intramolecular interactions within these compounds. Also, ADMET indices were ascertained to assess potential pharmacokinetic properties, drug-like qualities, and possible adverse effects of these compounds. Last, optimized molecules were analyzed by molecular docking methods against crystal structures of Bovine Serum Albumin and Leukemia Inhibitory Factor, and their binding affinities, interaction details, and inhibition constants were determined.
Collapse
Affiliation(s)
- Goncagül Serdaroğlu
- Sivas Cumhuriyet University, Faculty of Education, Math. and Sci. Edu., 58140, Sivas, Turkey.
| | - Nesimi Uludag
- Department of Chemistry, Faculty of Arts and Sciences, Namık Kemal University, 59030, Tekirdağ, Turkey
| | - Elvan Üstün
- Department of Chemistry, Faculty of Art and Science, Ordu University, 52200 Ordu, Turkey
| |
Collapse
|
3
|
Rajesh Kumar T, Premkumar R, Langeswaran K, Ramavenkateswari K, Anitha S, Sangavi P, Sangeetha R. Virtual screening, molecular docking, molecular dynamics and quantum chemical studies on (2-methoxy-4-prop-2-enylphenyl) N-(2-methoxy-4-nitrophenyl) carbamate: a novel inhibitor of hepatocellular carcinoma. J Biomol Struct Dyn 2023; 41:13595-13604. [PMID: 37010992 DOI: 10.1080/07391102.2023.2192795] [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: 07/06/2022] [Accepted: 01/29/2023] [Indexed: 04/04/2023]
Abstract
HDAC protein is associated with hepatocellular carcinoma. Different medicinal plants were selected for this study to analyze the inhibitory efficacy against the target protein, HDAC. Using virtual screening, we filtered out the best compounds, and molecular docking (XP) was carried out for the top compounds which filtered out. The molecular docking results showed that the title compound (2-methoxy-4-prop-2-enylphenyl) N-(2-methoxy-4-nitrophenyl) carbamate (MEMNC) has the highest docking score of about -7.7 kcal/mol against the targeted protein histone deacetylase (HDAC) compared with the other selected phytocompounds. From the molecular dynamics analysis, the RMSD and RMSF plots depicted the overall stability of the protein-ligand complex. Toxicity properties show the acceptable range of various kinds of toxicity that were predicted using the ProTox-II server. In addition, DFT quantum chemical and physicochemical properties of the MEMNC molecule were reported. Initially, the molecular structure of the MEMNC molecule was optimized and harmonic vibrational frequencies were calculated using DFT/B3LYP method with a cc-pVTZ basis set using Gaussian 09 program. The calculated vibrational wavenumber values were assigned based on Potential Energy Distribution calculations using the VEDA 4.0 program and correlated well with the previous literature values. The molecule has bioactivity as a result of intramolecular charge transfer interactions, as demonstrated by frontier molecular orbital analysis. Molecular electrostatic potential surface and Mulliken atomic charge distribution analyses validate the reactive sites of the molecule. Thus, the title compound can be used as a potential inhibitor of HDAC protein, which paves the way for designing novel drugs to treat Hepatocellular carcinoma.Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
- T Rajesh Kumar
- Department of Physics, G.T.N. Arts College, Dindigul, Tamil Nadu, India
| | - R Premkumar
- Department of Physics, N.M.S.S.V.N. College, Nagamalai, Madurai, Tamil Nadu, India
| | - K Langeswaran
- Cancer Informatics Laboratory, Department of Bioinformatics, Alagappa University, Science Campus, Karaikudi, Tamil Nadu, India
| | | | - S Anitha
- Department of Physics, Arulmigu Palaniandavar College of Arts and Science, Palani, Tamil Nadu, India
| | - P Sangavi
- Cancer Informatics Laboratory, Department of Bioinformatics, Alagappa University, Science Campus, Karaikudi, Tamil Nadu, India
| | - R Sangeetha
- Department of Physics, Mannar Thirumalai Naicker College, Pasumalai, Madurai, Tamil Nadu, India
| |
Collapse
|
4
|
Can DFT Calculations Provide Useful Information for SERS Applications? MOLECULES (BASEL, SWITZERLAND) 2023; 28:molecules28020573. [PMID: 36677634 PMCID: PMC9861783 DOI: 10.3390/molecules28020573] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 12/21/2022] [Accepted: 01/03/2023] [Indexed: 01/09/2023]
Abstract
Density functional theory (DFT) calculations allow us to reproduce the SERS (surface-enhanced Raman scattering) spectra of molecules adsorbed on nanostructured metal surfaces and extract the most information this spectroscopy is potentially able to provide. The latter point mainly concerns the anchoring mechanism and the bond strength between molecule and metal as well as the structural and electronic modifications of the adsorbed molecule. These findings are of fundamental importance for the application of this spectroscopic technique. This review presents and discusses some SERS-DFT studies carried out in Italy as a collaboration between the universities of Modena and Reggio-Emilia and of Florence, giving an overview of the information that we can extract with a combination of experimental SERS spectra and DFT modeling. In addition, a selection of the most recent studies and advancements on the DFT approach to SERS spectroscopy is reported with commentary.
Collapse
|
5
|
Koyambo-Konzapa SJ, Mbesse Kongbonga GY, R P, Ramlina Vamhindi BSD, Nsangou M, Franklin Benial AM. Spectroscopic, quantum chemical, molecular docking and molecular dynamics investigations of hydroxylic indole-3-pyruvic acid: a potent candidate for nonlinear optical applications and Alzheimer's drug. J Biomol Struct Dyn 2022; 40:10651-10664. [PMID: 34263703 DOI: 10.1080/07391102.2021.1947380] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
In this paper, a complete theoretical investigation of hydroxylic indole-3-pyruvic acid (HIPyA) molecule was performed using the DFT quantum chemical, molecular docking and molecular dynamics calculations. The conformational analysis of HIPyA molecule was carried out using density functional theory quantum chemical calculations. The most stable structure of the studied molecule was predicted by means of DFT/B3LYP method with cc-pVTZ basis set. The simulated vibrational frequencies were assigned and proved to be in agreement with the available experimental FT-IR data. The effects of gas phase and solvents on UV-visible spectra of HIPyA molecule were simulated using TD-DFT/B3LYP method with cc-pVTZ basis set. The analysis of the density of states spectrum validates the frontier molecular orbitals results, which reveals the charge transfer interaction in HIPyA molecule. The molecular electrostatic potential surface confirms the electrophilic and nucleophilic reactive sites of the studied molecule. The natural bond orbital analysis evidences the bioactivity of the studied molecule. The obtained first order hyperpolarizability value is 33.596 times greater than urea, which confirms the nonlinear optical activity of HIPyA molecule. The molecular docking analysis reveals that the studied molecule under interest can act as a potent inhibitor against the amyloid β-protein (Aβ) enzyme, which causes the Alzheimer's disease. The molecular dynamics analysis confirms the reliability of the docking results.Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
| | | | - Premkumar R
- PG and Research Department of Physics, N. M. S. S. V. N College, Madurai, Tamil Nadu, India
| | | | - Mama Nsangou
- Departement of Physics, Faculty of Science, The University of Ngaoundere, Ngaoundere, Cameroon.,Higher Teacher's Training College, The University of Maroua, Maroua, Cameroon
| | | |
Collapse
|
6
|
J. AHM, R. P, R. S, A. L, K. L. Structural, Quantum Chemical, Molecular Docking, and Dynamics Studies of Quercetin—A Potent Inhibitor for Colon Cancer. Polycycl Aromat Compd 2022. [DOI: 10.1080/10406638.2022.2149574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Affiliation(s)
| | - Premkumar R.
- PG and Research Department of Physics, N.M.S.S.V.N. College, Madurai, India
| | - Sangeetha R.
- Department of Physics, Mannar Thirumalai Naicker College, Madurai, India
| | - Lakshmi A.
- Department of Physics, Mannar Thirumalai Naicker College, Madurai, India
| | - Langeswaran K.
- Department of Biotechnology, Alagappa University, Science Campus, Karaikudi, India
| |
Collapse
|
7
|
Sangeetha R, Premkumar R, Maithili SS, Kirubhanand C, Gowtham Kumar S, Sangavi P, Langeswaran K. Spectroscopic, Solvent Effect, Molecular Docking and Molecular Dynamics Investigations on Phytocompounds from Elettaria cardamomum against Covid-19. Polycycl Aromat Compd 2022. [DOI: 10.1080/10406638.2022.2086270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- R. Sangeetha
- Department of Physics, Mannar Thirumalai Naicker College, Madurai, Tamil Nadu, India
| | - R. Premkumar
- PG and Research Department of Physics, N.M.S.S.V.N. College, Madurai, Tamil Nadu, India
| | | | - C. Kirubhanand
- Department of Anatomy, All India Institute of Medical Sciences, Nagpur, Maharashtra, India
| | - S. Gowtham Kumar
- Faculty of Allied Health Sciences, Chettinad Hospital & Research Institute, Chettinad Academy of Research and Education (Deemed to Be University), Kelambakkam, Tamil Nadu, India
| | - P. Sangavi
- Cancer Informatics Laboratory, Department of Bioinformatics, Alagappa University, Karaikudi, Tamil Nadu, India
| | - K. Langeswaran
- Cancer Informatics Laboratory, Department of Bioinformatics, Alagappa University, Karaikudi, Tamil Nadu, India
| |
Collapse
|
8
|
Premkumar R, Hussain S, Jayram ND, Koyambo-Konzapa SJ, Revathy M, Mathavan T, Milton Franklin Benial A. Adsorption and orientation characteristics of 1-methylpyrrole-2-carbonyl chloride using SERS and DFT investigations. J Mol Struct 2022. [DOI: 10.1016/j.molstruc.2021.132201] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
|
9
|
Ramuthai M, Jeyavijayan S, Premkumar R, Uma Priya M, Jayram ND. Structure, Spectroscopic Investigation, Molecular Docking and In vitro Cytotoxicity Studies on 4,7-dihydroxycoumarin: A Breast Cancer Drug. JOURNAL OF COMPUTATIONAL BIOPHYSICS AND CHEMISTRY 2022. [DOI: 10.1142/s2737416522500119] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Coumarin derivatives are broadly used as anti-inflammatory, antioxidants, anticancer, and antiviral drugs in recent years. In particular, hydroxy coumarins have great importance because of their various biological and pharmacological purposes. The quantum chemical studies of 4,7-dihydroxycoumarin (DHC) have been performed using the cc-pVTZ level of basis set. The DHC molecular structure has been optimized and the computed frequency assignments have been correlated well with the experimental results. The experimental [Formula: see text]C NMR shifts of DHC have been compared with the computed [Formula: see text]C NMR in the dimethyl sulfoxide (DMSO) solution using the Gauge-invariant atomic orbital (GIAO) method. The electron delocalization within the DHC is shown by highest occupied molecular orbitals (HOMO)-lowest unoccupied molecular orbitals (LUMO) energy analysis, and the resulting small energy gap value reveal the molecule’s bioactive characteristics. The natural bond orbital (NBO) analysis approves the bioactive property of the DHC molecule. The DHC compound has a cytotoxic impact on the MCF-7 breast cancer cell line, according to in vitro cytotoxicity studies. The docking study approves that the DHC works as a new inhibitor of breast cancer targeted proteins such as epidermal growth factor receptor (EGFR), estrogen receptor (ER), and progesterone receptor (PR). Thus, this work covers the approach for the evolution of new drugs against breast cancer.
Collapse
Affiliation(s)
- M. Ramuthai
- Department of Physics, Kalasalingam Academy of Research and Education Krishnankoil, 626126 Tamil Nadu, India
| | - S. Jeyavijayan
- Department of Physics, Kalasalingam Academy of Research and Education Krishnankoil, 626126 Tamil Nadu, India
| | - R. Premkumar
- PG and Research Department of Physics, N.M.S.S.V.N. College Madurai, 625019 Tamil Nadu, India
| | - M. Uma Priya
- Department of Biotechnology, Kalasalingam Academy of Research and Education Krishnankoil 626126 Tamil Nadu, India
| | - Naidu Dhanpal Jayram
- Department of Physics, Kalasalingam Academy of Research and Education Krishnankoil, 626126 Tamil Nadu, India
| |
Collapse
|
10
|
Evidence of cluster formation of pyrrole with mixed silver metal clusters, Agx-My (x = 4,5, y = 2/1 and M = Au/Ni/Cu) using DFT/SERS analysis. COMPUT THEOR CHEM 2022. [DOI: 10.1016/j.comptc.2021.113569] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
|